Note
Click here to download the full example code
Group Lasso regularizationΒΆ
Comparison of solvers for problems with a group lasso regularization.
The group lasso regularization enters the optimization through
its proximal operator, which is implemented in copt through the
function prox of object copt.utils.GroupL1().
Out:
#features 100
beta = 0
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.53]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.53]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.32]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.32]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.23]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.23]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.19]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.19]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.15]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.15]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0981]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0981]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0907]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0907]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0874]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0874]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0844]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0844]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0815]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0815]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0789]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0789]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0741]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0741]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0719]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0719]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0626]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0626]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.061]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.061]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0595]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0595]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0567]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0567]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0553]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0553]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0528]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0528]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0505]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0505]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0495]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0495]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0484]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0484]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0438]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0438]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0429]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0429]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0413]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0413]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0378]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0378]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0372]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0372]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0366]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0366]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.036]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.036]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.0337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.0337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0332]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0332]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0318]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0318]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0308]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0308]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.03]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.03]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.028]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.028]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0277]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0277]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.027]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.027]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0266]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0266]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0263]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0263]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0257]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0257]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0254]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0254]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0248]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0248]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0237]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0237]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0234]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0234]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0232]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0232]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0227]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0227]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0222]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0222]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0214]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0214]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0199]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0199]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0197]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0197]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0187]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0187]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.0184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.0184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.0181]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.0181]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.0175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.0175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.0174]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.0174]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.0172]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.0172]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.0171]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.0171]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.0169]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.0169]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.0168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.0168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.0165]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.0165]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.0162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.0162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0157]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0157]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.0155]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.0155]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.0152]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.0152]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.0149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.0149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.0145]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.0145]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.0119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.0119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.0119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.0119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.0117]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2166.40it/s, iter=216, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2160.15it/s, iter=216, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2158.08it/s, iter=217, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2151.67it/s, iter=217, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2149.59it/s, iter=218, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2143.40it/s, iter=218, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2141.35it/s, iter=219, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2135.06it/s, iter=219, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2132.98it/s, iter=220, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2126.75it/s, iter=220, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2124.71it/s, iter=221, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2118.66it/s, iter=221, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2116.65it/s, iter=222, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2110.61it/s, iter=222, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2108.63it/s, iter=223, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2101.91it/s, iter=223, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2099.95it/s, iter=224, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2093.92it/s, iter=224, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2091.94it/s, iter=225, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2085.96it/s, iter=225, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2083.89it/s, iter=226, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2077.94it/s, iter=226, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2075.66it/s, iter=227, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2069.73it/s, iter=227, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2067.80it/s, iter=228, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2061.90it/s, iter=228, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2059.98it/s, iter=229, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2054.18it/s, iter=229, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2052.29it/s, iter=230, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2046.56it/s, iter=230, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2044.70it/s, iter=231, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2038.96it/s, iter=231, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2037.07it/s, iter=232, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2031.15it/s, iter=232, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2028.86it/s, iter=233, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2022.84it/s, iter=233, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2020.98it/s, iter=234, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2015.36it/s, iter=234, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2013.21it/s, iter=235, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2007.42it/s, iter=235, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2005.60it/s, iter=236, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 2000.13it/s, iter=236, step_size=0.893, tol=0.011]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1998.34it/s, iter=237, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1992.98it/s, iter=237, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1991.21it/s, iter=238, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1985.87it/s, iter=238, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1984.11it/s, iter=239, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1978.84it/s, iter=239, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1977.10it/s, iter=240, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1971.87it/s, iter=240, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1970.03it/s, iter=241, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1964.74it/s, iter=241, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1963.01it/s, iter=242, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1957.65it/s, iter=242, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1955.84it/s, iter=243, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1950.62it/s, iter=243, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1948.90it/s, iter=244, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1943.69it/s, iter=244, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1941.98it/s, iter=245, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1936.93it/s, iter=245, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1935.24it/s, iter=246, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1928.97it/s, iter=246, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1926.85it/s, iter=247, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1919.87it/s, iter=247, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1918.21it/s, iter=248, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1913.24it/s, iter=248, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1911.62it/s, iter=249, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1906.73it/s, iter=249, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1905.11it/s, iter=250, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1900.25it/s, iter=250, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1898.64it/s, iter=251, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1893.75it/s, iter=251, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1892.14it/s, iter=252, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1886.66it/s, iter=252, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1885.06it/s, iter=253, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1880.23it/s, iter=253, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1878.64it/s, iter=254, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1873.89it/s, iter=254, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1872.31it/s, iter=255, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1867.52it/s, iter=255, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1865.96it/s, iter=256, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1861.25it/s, iter=256, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1859.68it/s, iter=257, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1854.97it/s, iter=257, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1853.42it/s, iter=258, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1848.72it/s, iter=258, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1846.95it/s, iter=259, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1842.29it/s, iter=259, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1840.77it/s, iter=260, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1836.16it/s, iter=260, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1834.65it/s, iter=261, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1829.98it/s, iter=261, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1828.45it/s, iter=262, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1823.36it/s, iter=262, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1821.87it/s, iter=263, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1816.85it/s, iter=263, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1815.36it/s, iter=264, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1810.83it/s, iter=264, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1809.34it/s, iter=265, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1804.92it/s, iter=265, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1803.46it/s, iter=266, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1799.02it/s, iter=266, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1797.58it/s, iter=267, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1793.27it/s, iter=267, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1791.82it/s, iter=268, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1787.31it/s, iter=268, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1785.15it/s, iter=269, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1779.47it/s, iter=269, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1778.04it/s, iter=270, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1773.83it/s, iter=270, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1772.42it/s, iter=271, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1768.22it/s, iter=271, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1766.56it/s, iter=272, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1762.04it/s, iter=272, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1760.66it/s, iter=273, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1756.54it/s, iter=273, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1755.16it/s, iter=274, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1750.97it/s, iter=274, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1749.58it/s, iter=275, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1745.50it/s, iter=275, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1744.13it/s, iter=276, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1739.98it/s, iter=276, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1738.60it/s, iter=277, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1734.51it/s, iter=277, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1733.17it/s, iter=278, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1729.04it/s, iter=278, step_size=0.893, tol=0.01]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1727.67it/s, iter=279, step_size=0.893, tol=0.00999]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1723.58it/s, iter=279, step_size=0.893, tol=0.00999]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1722.25it/s, iter=280, step_size=0.893, tol=0.00997]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1718.27it/s, iter=280, step_size=0.893, tol=0.00997]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1716.94it/s, iter=281, step_size=0.893, tol=0.00995]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1713.00it/s, iter=281, step_size=0.893, tol=0.00995]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1711.68it/s, iter=282, step_size=0.893, tol=0.00993]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1707.18it/s, iter=282, step_size=0.893, tol=0.00993]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1705.85it/s, iter=283, step_size=0.893, tol=0.00991]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1701.92it/s, iter=283, step_size=0.893, tol=0.00991]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1700.55it/s, iter=284, step_size=0.893, tol=0.00989]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1696.65it/s, iter=284, step_size=0.893, tol=0.00989]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1695.38it/s, iter=285, step_size=0.893, tol=0.00987]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1691.46it/s, iter=285, step_size=0.893, tol=0.00987]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1690.17it/s, iter=286, step_size=0.893, tol=0.00985]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1686.29it/s, iter=286, step_size=0.893, tol=0.00985]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1685.01it/s, iter=287, step_size=0.893, tol=0.00983]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1680.90it/s, iter=287, step_size=0.893, tol=0.00983]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1678.52it/s, iter=288, step_size=0.893, tol=0.00981]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1673.51it/s, iter=288, step_size=0.893, tol=0.00981]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1672.25it/s, iter=289, step_size=0.893, tol=0.00979]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1668.41it/s, iter=289, step_size=0.893, tol=0.00979]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1667.15it/s, iter=290, step_size=0.893, tol=0.00978]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1663.36it/s, iter=290, step_size=0.893, tol=0.00978]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1662.10it/s, iter=291, step_size=0.893, tol=0.00976]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1658.34it/s, iter=291, step_size=0.893, tol=0.00976]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1656.70it/s, iter=292, step_size=0.893, tol=0.00974]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1652.50it/s, iter=292, step_size=0.893, tol=0.00974]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1651.27it/s, iter=293, step_size=0.893, tol=0.00972]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1647.60it/s, iter=293, step_size=0.893, tol=0.00972]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1646.38it/s, iter=294, step_size=0.893, tol=0.0097]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1642.73it/s, iter=294, step_size=0.893, tol=0.0097]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1641.29it/s, iter=295, step_size=0.893, tol=0.00968]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1637.66it/s, iter=295, step_size=0.893, tol=0.00968]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1636.44it/s, iter=296, step_size=0.893, tol=0.00967]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1632.79it/s, iter=296, step_size=0.893, tol=0.00967]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1631.54it/s, iter=297, step_size=0.893, tol=0.00965]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1627.92it/s, iter=297, step_size=0.893, tol=0.00965]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1626.73it/s, iter=298, step_size=0.893, tol=0.00963]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1623.14it/s, iter=298, step_size=0.893, tol=0.00963]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1621.96it/s, iter=299, step_size=0.893, tol=0.00961]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1618.40it/s, iter=299, step_size=0.893, tol=0.00961]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1617.22it/s, iter=300, step_size=0.893, tol=0.00959]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1613.65it/s, iter=300, step_size=0.893, tol=0.00959]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1612.47it/s, iter=301, step_size=0.893, tol=0.00958]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1608.98it/s, iter=301, step_size=0.893, tol=0.00958]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1607.40it/s, iter=302, step_size=0.893, tol=0.00956]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1603.87it/s, iter=302, step_size=0.893, tol=0.00956]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1602.70it/s, iter=303, step_size=0.893, tol=0.00954]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1599.26it/s, iter=303, step_size=0.893, tol=0.00954]
PGD: 4%|4 | 217/5000 [00:00<00:02, 1598.11it/s, iter=304, step_size=0.893, tol=0.00953]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1594.28it/s, iter=304, step_size=0.893, tol=0.00953]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1593.13it/s, iter=305, step_size=0.893, tol=0.00951]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1589.67it/s, iter=305, step_size=0.893, tol=0.00951]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1588.52it/s, iter=306, step_size=0.893, tol=0.00949]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1585.10it/s, iter=306, step_size=0.893, tol=0.00949]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1583.95it/s, iter=307, step_size=0.893, tol=0.00947]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1580.52it/s, iter=307, step_size=0.893, tol=0.00947]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1579.39it/s, iter=308, step_size=0.893, tol=0.00946]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1575.92it/s, iter=308, step_size=0.893, tol=0.00946]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1574.80it/s, iter=309, step_size=0.893, tol=0.00944]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1571.46it/s, iter=309, step_size=0.893, tol=0.00944]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1570.33it/s, iter=310, step_size=0.893, tol=0.00942]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1567.01it/s, iter=310, step_size=0.893, tol=0.00942]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1565.92it/s, iter=311, step_size=0.893, tol=0.00941]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1562.55it/s, iter=311, step_size=0.893, tol=0.00941]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1561.04it/s, iter=312, step_size=0.893, tol=0.00939]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1557.69it/s, iter=312, step_size=0.893, tol=0.00939]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1556.59it/s, iter=313, step_size=0.893, tol=0.00937]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1553.31it/s, iter=313, step_size=0.893, tol=0.00937]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1552.22it/s, iter=314, step_size=0.893, tol=0.00936]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1548.96it/s, iter=314, step_size=0.893, tol=0.00936]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1547.88it/s, iter=315, step_size=0.893, tol=0.00934]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1544.61it/s, iter=315, step_size=0.893, tol=0.00934]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1543.54it/s, iter=316, step_size=0.893, tol=0.00932]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1540.34it/s, iter=316, step_size=0.893, tol=0.00932]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1539.29it/s, iter=317, step_size=0.893, tol=0.00931]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1536.07it/s, iter=317, step_size=0.893, tol=0.00931]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1535.01it/s, iter=318, step_size=0.893, tol=0.00929]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1531.78it/s, iter=318, step_size=0.893, tol=0.00929]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1530.73it/s, iter=319, step_size=0.893, tol=0.00927]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1527.21it/s, iter=319, step_size=0.893, tol=0.00927]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1526.16it/s, iter=320, step_size=0.893, tol=0.00926]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1523.01it/s, iter=320, step_size=0.893, tol=0.00926]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1521.81it/s, iter=321, step_size=0.893, tol=0.00924]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1518.49it/s, iter=321, step_size=0.893, tol=0.00924]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1517.09it/s, iter=322, step_size=0.893, tol=0.00923]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1513.99it/s, iter=322, step_size=0.893, tol=0.00923]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1512.91it/s, iter=323, step_size=0.893, tol=0.00921]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1509.75it/s, iter=323, step_size=0.893, tol=0.00921]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1508.72it/s, iter=324, step_size=0.893, tol=0.00919]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1505.66it/s, iter=324, step_size=0.893, tol=0.00919]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1504.64it/s, iter=325, step_size=0.893, tol=0.00918]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1501.59it/s, iter=325, step_size=0.893, tol=0.00918]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1500.57it/s, iter=326, step_size=0.893, tol=0.00916]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1497.55it/s, iter=326, step_size=0.893, tol=0.00916]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1496.55it/s, iter=327, step_size=0.893, tol=0.00915]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1493.47it/s, iter=327, step_size=0.893, tol=0.00915]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1492.46it/s, iter=328, step_size=0.893, tol=0.00913]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1489.14it/s, iter=328, step_size=0.893, tol=0.00913]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1487.76it/s, iter=329, step_size=0.893, tol=0.00912]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1483.53it/s, iter=329, step_size=0.893, tol=0.00912]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1482.53it/s, iter=330, step_size=0.893, tol=0.0091]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1479.58it/s, iter=330, step_size=0.893, tol=0.0091]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1478.60it/s, iter=331, step_size=0.893, tol=0.00909]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1475.27it/s, iter=331, step_size=0.893, tol=0.00909]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1474.29it/s, iter=332, step_size=0.893, tol=0.00907]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1471.38it/s, iter=332, step_size=0.893, tol=0.00907]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1470.42it/s, iter=333, step_size=0.893, tol=0.00906]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1467.49it/s, iter=333, step_size=0.893, tol=0.00906]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1466.52it/s, iter=334, step_size=0.893, tol=0.00904]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1463.64it/s, iter=334, step_size=0.893, tol=0.00904]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1462.69it/s, iter=335, step_size=0.893, tol=0.00902]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1459.69it/s, iter=335, step_size=0.893, tol=0.00902]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1458.68it/s, iter=336, step_size=0.893, tol=0.00901]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1455.82it/s, iter=336, step_size=0.893, tol=0.00901]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1454.87it/s, iter=337, step_size=0.893, tol=0.00899]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1452.05it/s, iter=337, step_size=0.893, tol=0.00899]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1451.11it/s, iter=338, step_size=0.893, tol=0.00898]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1448.30it/s, iter=338, step_size=0.893, tol=0.00898]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1447.36it/s, iter=339, step_size=0.893, tol=0.00896]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1444.52it/s, iter=339, step_size=0.893, tol=0.00896]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1443.58it/s, iter=340, step_size=0.893, tol=0.00895]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1440.78it/s, iter=340, step_size=0.893, tol=0.00895]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1439.85it/s, iter=341, step_size=0.893, tol=0.00894]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1436.67it/s, iter=341, step_size=0.893, tol=0.00894]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1435.74it/s, iter=342, step_size=0.893, tol=0.00892]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1432.93it/s, iter=342, step_size=0.893, tol=0.00892]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1432.01it/s, iter=343, step_size=0.893, tol=0.00891]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1429.21it/s, iter=343, step_size=0.893, tol=0.00891]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1428.29it/s, iter=344, step_size=0.893, tol=0.00889]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1425.54it/s, iter=344, step_size=0.893, tol=0.00889]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1424.63it/s, iter=345, step_size=0.893, tol=0.00888]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1421.84it/s, iter=345, step_size=0.893, tol=0.00888]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1420.93it/s, iter=346, step_size=0.893, tol=0.00886]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1418.20it/s, iter=346, step_size=0.893, tol=0.00886]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1417.30it/s, iter=347, step_size=0.893, tol=0.00885]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1414.57it/s, iter=347, step_size=0.893, tol=0.00885]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1413.67it/s, iter=348, step_size=0.893, tol=0.00883]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1410.99it/s, iter=348, step_size=0.893, tol=0.00883]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1410.06it/s, iter=349, step_size=0.893, tol=0.00882]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1407.20it/s, iter=349, step_size=0.893, tol=0.00882]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1406.17it/s, iter=350, step_size=0.893, tol=0.0088]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1403.52it/s, iter=350, step_size=0.893, tol=0.0088]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1402.64it/s, iter=351, step_size=0.893, tol=0.00879]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1399.89it/s, iter=351, step_size=0.893, tol=0.00879]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1399.01it/s, iter=352, step_size=0.893, tol=0.00878]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1396.40it/s, iter=352, step_size=0.893, tol=0.00878]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1395.52it/s, iter=353, step_size=0.893, tol=0.00876]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1392.87it/s, iter=353, step_size=0.893, tol=0.00876]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1391.99it/s, iter=354, step_size=0.893, tol=0.00875]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1389.37it/s, iter=354, step_size=0.893, tol=0.00875]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1388.50it/s, iter=355, step_size=0.893, tol=0.00873]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1385.86it/s, iter=355, step_size=0.893, tol=0.00873]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1384.99it/s, iter=356, step_size=0.893, tol=0.00872]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1382.40it/s, iter=356, step_size=0.893, tol=0.00872]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1381.55it/s, iter=357, step_size=0.893, tol=0.00871]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1378.94it/s, iter=357, step_size=0.893, tol=0.00871]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1378.08it/s, iter=358, step_size=0.893, tol=0.00869]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1375.53it/s, iter=358, step_size=0.893, tol=0.00869]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1374.68it/s, iter=359, step_size=0.893, tol=0.00868]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1372.12it/s, iter=359, step_size=0.893, tol=0.00868]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1371.28it/s, iter=360, step_size=0.893, tol=0.00866]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1368.74it/s, iter=360, step_size=0.893, tol=0.00866]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1367.90it/s, iter=361, step_size=0.893, tol=0.00865]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1365.31it/s, iter=361, step_size=0.893, tol=0.00865]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1364.41it/s, iter=362, step_size=0.893, tol=0.00864]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1361.89it/s, iter=362, step_size=0.893, tol=0.00864]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1361.05it/s, iter=363, step_size=0.893, tol=0.00862]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1358.49it/s, iter=363, step_size=0.893, tol=0.00862]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1357.66it/s, iter=364, step_size=0.893, tol=0.00861]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1355.17it/s, iter=364, step_size=0.893, tol=0.00861]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1354.36it/s, iter=365, step_size=0.893, tol=0.0086]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1351.91it/s, iter=365, step_size=0.893, tol=0.0086]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1351.08it/s, iter=366, step_size=0.893, tol=0.00858]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1348.55it/s, iter=366, step_size=0.893, tol=0.00858]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1347.75it/s, iter=367, step_size=0.893, tol=0.00857]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1345.37it/s, iter=367, step_size=0.893, tol=0.00857]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1344.59it/s, iter=368, step_size=0.893, tol=0.00856]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1342.25it/s, iter=368, step_size=0.893, tol=0.00856]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1341.47it/s, iter=369, step_size=0.893, tol=0.00854]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1339.13it/s, iter=369, step_size=0.893, tol=0.00854]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1338.35it/s, iter=370, step_size=0.893, tol=0.00853]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1335.43it/s, iter=370, step_size=0.893, tol=0.00853]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1334.13it/s, iter=371, step_size=0.893, tol=0.00852]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1331.05it/s, iter=371, step_size=0.893, tol=0.00852]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1330.28it/s, iter=372, step_size=0.893, tol=0.0085]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1327.99it/s, iter=372, step_size=0.893, tol=0.0085]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1327.23it/s, iter=373, step_size=0.893, tol=0.00849]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1324.97it/s, iter=373, step_size=0.893, tol=0.00849]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1324.20it/s, iter=374, step_size=0.893, tol=0.00848]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1321.94it/s, iter=374, step_size=0.893, tol=0.00848]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1321.16it/s, iter=375, step_size=0.893, tol=0.00846]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1318.91it/s, iter=375, step_size=0.893, tol=0.00846]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1318.16it/s, iter=376, step_size=0.893, tol=0.00845]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1315.34it/s, iter=376, step_size=0.893, tol=0.00845]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1314.22it/s, iter=377, step_size=0.893, tol=0.00844]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1309.74it/s, iter=377, step_size=0.893, tol=0.00844]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1307.63it/s, iter=378, step_size=0.893, tol=0.00842]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1303.61it/s, iter=378, step_size=0.893, tol=0.00842]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1302.75it/s, iter=379, step_size=0.893, tol=0.00841]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1300.22it/s, iter=379, step_size=0.893, tol=0.00841]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1298.84it/s, iter=380, step_size=0.893, tol=0.0084]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1296.35it/s, iter=380, step_size=0.893, tol=0.0084]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1295.53it/s, iter=381, step_size=0.893, tol=0.00838]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1292.62it/s, iter=381, step_size=0.893, tol=0.00838]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1291.58it/s, iter=382, step_size=0.893, tol=0.00837]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1289.06it/s, iter=382, step_size=0.893, tol=0.00837]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1288.26it/s, iter=383, step_size=0.893, tol=0.00836]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1285.82it/s, iter=383, step_size=0.893, tol=0.00836]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1285.02it/s, iter=384, step_size=0.893, tol=0.00835]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1281.96it/s, iter=384, step_size=0.893, tol=0.00835]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1280.74it/s, iter=385, step_size=0.893, tol=0.00833]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1276.86it/s, iter=385, step_size=0.893, tol=0.00833]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1275.84it/s, iter=386, step_size=0.893, tol=0.00832]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1271.66it/s, iter=386, step_size=0.893, tol=0.00832]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1270.32it/s, iter=387, step_size=0.893, tol=0.00831]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1266.20it/s, iter=387, step_size=0.893, tol=0.00831]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1264.66it/s, iter=388, step_size=0.893, tol=0.0083]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1260.79it/s, iter=388, step_size=0.893, tol=0.0083]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1259.89it/s, iter=389, step_size=0.893, tol=0.00828]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1257.22it/s, iter=389, step_size=0.893, tol=0.00828]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1256.33it/s, iter=390, step_size=0.893, tol=0.00827]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1253.65it/s, iter=390, step_size=0.893, tol=0.00827]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1252.78it/s, iter=391, step_size=0.893, tol=0.00826]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1250.13it/s, iter=391, step_size=0.893, tol=0.00826]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1249.26it/s, iter=392, step_size=0.893, tol=0.00825]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1246.58it/s, iter=392, step_size=0.893, tol=0.00825]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1245.71it/s, iter=393, step_size=0.893, tol=0.00823]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1243.07it/s, iter=393, step_size=0.893, tol=0.00823]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1242.19it/s, iter=394, step_size=0.893, tol=0.00822]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1239.12it/s, iter=394, step_size=0.893, tol=0.00822]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1238.25it/s, iter=395, step_size=0.893, tol=0.00821]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1235.55it/s, iter=395, step_size=0.893, tol=0.00821]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1234.77it/s, iter=396, step_size=0.893, tol=0.0082]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1232.46it/s, iter=396, step_size=0.893, tol=0.0082]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1231.69it/s, iter=397, step_size=0.893, tol=0.00818]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1229.39it/s, iter=397, step_size=0.893, tol=0.00818]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1228.63it/s, iter=398, step_size=0.893, tol=0.00817]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1226.35it/s, iter=398, step_size=0.893, tol=0.00817]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1225.58it/s, iter=399, step_size=0.893, tol=0.00816]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1223.28it/s, iter=399, step_size=0.893, tol=0.00816]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1222.52it/s, iter=400, step_size=0.893, tol=0.00815]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1220.21it/s, iter=400, step_size=0.893, tol=0.00815]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1219.43it/s, iter=401, step_size=0.893, tol=0.00813]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1217.15it/s, iter=401, step_size=0.893, tol=0.00813]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1216.40it/s, iter=402, step_size=0.893, tol=0.00812]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1214.17it/s, iter=402, step_size=0.893, tol=0.00812]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1213.14it/s, iter=403, step_size=0.893, tol=0.00811]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1207.53it/s, iter=403, step_size=0.893, tol=0.00811]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1206.02it/s, iter=404, step_size=0.893, tol=0.0081]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1203.45it/s, iter=404, step_size=0.893, tol=0.0081]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1202.71it/s, iter=405, step_size=0.893, tol=0.00809]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1200.43it/s, iter=405, step_size=0.893, tol=0.00809]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1199.63it/s, iter=406, step_size=0.893, tol=0.00807]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1197.28it/s, iter=406, step_size=0.893, tol=0.00807]
PGD: 4%|4 | 217/5000 [00:00<00:03, 1196.61it/s, iter=407, step_size=0.893, tol=0.00806]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1194.42it/s, iter=407, step_size=0.893, tol=0.00806]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1193.63it/s, iter=408, step_size=0.893, tol=0.00805]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1191.65it/s, iter=408, step_size=0.893, tol=0.00805]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1190.99it/s, iter=409, step_size=0.893, tol=0.00804]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1189.00it/s, iter=409, step_size=0.893, tol=0.00804]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1188.35it/s, iter=410, step_size=0.893, tol=0.00803]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1186.29it/s, iter=410, step_size=0.893, tol=0.00803]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1185.10it/s, iter=411, step_size=0.893, tol=0.00802]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1183.12it/s, iter=411, step_size=0.893, tol=0.00802]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1182.47it/s, iter=412, step_size=0.893, tol=0.008]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1180.52it/s, iter=412, step_size=0.893, tol=0.008]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1179.88it/s, iter=413, step_size=0.893, tol=0.00799]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1177.94it/s, iter=413, step_size=0.893, tol=0.00799]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1177.27it/s, iter=414, step_size=0.893, tol=0.00798]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1175.33it/s, iter=414, step_size=0.893, tol=0.00798]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1174.67it/s, iter=415, step_size=0.893, tol=0.00797]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1172.70it/s, iter=415, step_size=0.893, tol=0.00797]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1172.06it/s, iter=416, step_size=0.893, tol=0.00796]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1170.15it/s, iter=416, step_size=0.893, tol=0.00796]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1169.52it/s, iter=417, step_size=0.893, tol=0.00794]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1167.59it/s, iter=417, step_size=0.893, tol=0.00794]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1166.97it/s, iter=418, step_size=0.893, tol=0.00793]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1165.11it/s, iter=418, step_size=0.893, tol=0.00793]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1164.49it/s, iter=419, step_size=0.893, tol=0.00792]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1162.63it/s, iter=419, step_size=0.893, tol=0.00792]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1162.02it/s, iter=420, step_size=0.893, tol=0.00791]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1159.75it/s, iter=420, step_size=0.893, tol=0.00791]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1159.14it/s, iter=421, step_size=0.893, tol=0.0079]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1157.31it/s, iter=421, step_size=0.893, tol=0.0079]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1156.70it/s, iter=422, step_size=0.893, tol=0.00789]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1154.88it/s, iter=422, step_size=0.893, tol=0.00789]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1154.27it/s, iter=423, step_size=0.893, tol=0.00788]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1152.38it/s, iter=423, step_size=0.893, tol=0.00788]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1151.77it/s, iter=424, step_size=0.893, tol=0.00786]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1149.97it/s, iter=424, step_size=0.893, tol=0.00786]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1149.16it/s, iter=425, step_size=0.893, tol=0.00785]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1147.14it/s, iter=425, step_size=0.893, tol=0.00785]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1146.54it/s, iter=426, step_size=0.893, tol=0.00784]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1144.76it/s, iter=426, step_size=0.893, tol=0.00784]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1144.15it/s, iter=427, step_size=0.893, tol=0.00783]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1142.24it/s, iter=427, step_size=0.893, tol=0.00783]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1141.48it/s, iter=428, step_size=0.893, tol=0.00782]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1139.73it/s, iter=428, step_size=0.893, tol=0.00782]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1139.14it/s, iter=429, step_size=0.893, tol=0.00781]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1136.93it/s, iter=429, step_size=0.893, tol=0.00781]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1135.75it/s, iter=430, step_size=0.893, tol=0.0078]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1133.92it/s, iter=430, step_size=0.893, tol=0.0078]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1133.32it/s, iter=431, step_size=0.893, tol=0.00779]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1131.50it/s, iter=431, step_size=0.893, tol=0.00779]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1130.91it/s, iter=432, step_size=0.893, tol=0.00777]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1129.13it/s, iter=432, step_size=0.893, tol=0.00777]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1128.46it/s, iter=433, step_size=0.893, tol=0.00776]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1126.68it/s, iter=433, step_size=0.893, tol=0.00776]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1126.09it/s, iter=434, step_size=0.893, tol=0.00775]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1124.33it/s, iter=434, step_size=0.893, tol=0.00775]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1123.74it/s, iter=435, step_size=0.893, tol=0.00774]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1121.93it/s, iter=435, step_size=0.893, tol=0.00774]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1121.35it/s, iter=436, step_size=0.893, tol=0.00773]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1119.60it/s, iter=436, step_size=0.893, tol=0.00773]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1119.02it/s, iter=437, step_size=0.893, tol=0.00772]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1117.26it/s, iter=437, step_size=0.893, tol=0.00772]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1116.68it/s, iter=438, step_size=0.893, tol=0.00771]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1114.95it/s, iter=438, step_size=0.893, tol=0.00771]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1114.36it/s, iter=439, step_size=0.893, tol=0.0077]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1112.16it/s, iter=439, step_size=0.893, tol=0.0077]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1111.56it/s, iter=440, step_size=0.893, tol=0.00769]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1109.83it/s, iter=440, step_size=0.893, tol=0.00769]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1109.08it/s, iter=441, step_size=0.893, tol=0.00768]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1106.47it/s, iter=441, step_size=0.893, tol=0.00768]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1105.91it/s, iter=442, step_size=0.893, tol=0.00766]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1104.25it/s, iter=442, step_size=0.893, tol=0.00766]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1103.70it/s, iter=443, step_size=0.893, tol=0.00765]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1102.03it/s, iter=443, step_size=0.893, tol=0.00765]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1101.49it/s, iter=444, step_size=0.893, tol=0.00764]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1099.85it/s, iter=444, step_size=0.893, tol=0.00764]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1099.30it/s, iter=445, step_size=0.893, tol=0.00763]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1097.67it/s, iter=445, step_size=0.893, tol=0.00763]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1097.12it/s, iter=446, step_size=0.893, tol=0.00762]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1095.50it/s, iter=446, step_size=0.893, tol=0.00762]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1094.96it/s, iter=447, step_size=0.893, tol=0.00761]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1093.31it/s, iter=447, step_size=0.893, tol=0.00761]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1092.77it/s, iter=448, step_size=0.893, tol=0.0076]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1091.15it/s, iter=448, step_size=0.893, tol=0.0076]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1090.10it/s, iter=449, step_size=0.893, tol=0.00759]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1088.45it/s, iter=449, step_size=0.893, tol=0.00759]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1087.91it/s, iter=450, step_size=0.893, tol=0.00758]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1086.30it/s, iter=450, step_size=0.893, tol=0.00758]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1085.76it/s, iter=451, step_size=0.893, tol=0.00757]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1084.13it/s, iter=451, step_size=0.893, tol=0.00757]
PGD: 4%|4 | 217/5000 [00:00<00:04, 1083.60it/s, iter=452, step_size=0.893, tol=0.00756]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2261.26it/s, iter=452, step_size=0.893, tol=0.00756]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2257.73it/s, iter=452, step_size=0.893, tol=0.00756]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2256.39it/s, iter=453, step_size=0.893, tol=0.00755]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2253.07it/s, iter=453, step_size=0.893, tol=0.00755]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2251.95it/s, iter=454, step_size=0.893, tol=0.00754]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2248.66it/s, iter=454, step_size=0.893, tol=0.00754]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2247.55it/s, iter=455, step_size=0.893, tol=0.00753]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2244.19it/s, iter=455, step_size=0.893, tol=0.00753]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2243.09it/s, iter=456, step_size=0.893, tol=0.00751]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2239.81it/s, iter=456, step_size=0.893, tol=0.00751]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2238.72it/s, iter=457, step_size=0.893, tol=0.0075]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2235.40it/s, iter=457, step_size=0.893, tol=0.0075]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2234.32it/s, iter=458, step_size=0.893, tol=0.00749]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2230.18it/s, iter=458, step_size=0.893, tol=0.00749]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2229.08it/s, iter=459, step_size=0.893, tol=0.00748]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2225.77it/s, iter=459, step_size=0.893, tol=0.00748]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2224.68it/s, iter=460, step_size=0.893, tol=0.00747]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2221.46it/s, iter=460, step_size=0.893, tol=0.00747]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2220.38it/s, iter=461, step_size=0.893, tol=0.00746]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2216.96it/s, iter=461, step_size=0.893, tol=0.00746]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2215.87it/s, iter=462, step_size=0.893, tol=0.00745]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2212.65it/s, iter=462, step_size=0.893, tol=0.00745]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2211.11it/s, iter=463, step_size=0.893, tol=0.00744]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2207.54it/s, iter=463, step_size=0.893, tol=0.00744]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2206.29it/s, iter=464, step_size=0.893, tol=0.00743]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2203.09it/s, iter=464, step_size=0.893, tol=0.00743]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2202.02it/s, iter=465, step_size=0.893, tol=0.00742]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2198.75it/s, iter=465, step_size=0.893, tol=0.00742]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2197.68it/s, iter=466, step_size=0.893, tol=0.00741]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2194.53it/s, iter=466, step_size=0.893, tol=0.00741]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2193.49it/s, iter=467, step_size=0.893, tol=0.0074]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2190.32it/s, iter=467, step_size=0.893, tol=0.0074]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2188.95it/s, iter=468, step_size=0.893, tol=0.00739]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2185.28it/s, iter=468, step_size=0.893, tol=0.00739]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2184.23it/s, iter=469, step_size=0.893, tol=0.00738]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2181.12it/s, iter=469, step_size=0.893, tol=0.00738]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2180.08it/s, iter=470, step_size=0.893, tol=0.00737]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2176.98it/s, iter=470, step_size=0.893, tol=0.00737]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2175.95it/s, iter=471, step_size=0.893, tol=0.00736]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2172.82it/s, iter=471, step_size=0.893, tol=0.00736]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2171.80it/s, iter=472, step_size=0.893, tol=0.00735]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2168.69it/s, iter=472, step_size=0.893, tol=0.00735]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2167.66it/s, iter=473, step_size=0.893, tol=0.00734]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2164.61it/s, iter=473, step_size=0.893, tol=0.00734]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2163.58it/s, iter=474, step_size=0.893, tol=0.00733]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2160.53it/s, iter=474, step_size=0.893, tol=0.00733]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2159.51it/s, iter=475, step_size=0.893, tol=0.00732]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2156.49it/s, iter=475, step_size=0.893, tol=0.00732]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2155.47it/s, iter=476, step_size=0.893, tol=0.00731]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2152.44it/s, iter=476, step_size=0.893, tol=0.00731]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2151.43it/s, iter=477, step_size=0.893, tol=0.0073]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2148.43it/s, iter=477, step_size=0.893, tol=0.0073]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2146.84it/s, iter=478, step_size=0.893, tol=0.00729]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2143.78it/s, iter=478, step_size=0.893, tol=0.00729]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2142.82it/s, iter=479, step_size=0.893, tol=0.00728]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2140.00it/s, iter=479, step_size=0.893, tol=0.00728]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2139.05it/s, iter=480, step_size=0.893, tol=0.00727]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2136.22it/s, iter=480, step_size=0.893, tol=0.00727]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2135.28it/s, iter=481, step_size=0.893, tol=0.00726]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2131.66it/s, iter=481, step_size=0.893, tol=0.00726]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2130.09it/s, iter=482, step_size=0.893, tol=0.00725]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2126.77it/s, iter=482, step_size=0.893, tol=0.00725]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2125.84it/s, iter=483, step_size=0.893, tol=0.00724]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2123.00it/s, iter=483, step_size=0.893, tol=0.00724]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2122.07it/s, iter=484, step_size=0.893, tol=0.00723]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2119.28it/s, iter=484, step_size=0.893, tol=0.00723]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2118.34it/s, iter=485, step_size=0.893, tol=0.00722]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2115.56it/s, iter=485, step_size=0.893, tol=0.00722]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2114.64it/s, iter=486, step_size=0.893, tol=0.00721]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2111.88it/s, iter=486, step_size=0.893, tol=0.00721]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2110.96it/s, iter=487, step_size=0.893, tol=0.0072]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2108.20it/s, iter=487, step_size=0.893, tol=0.0072]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2106.69it/s, iter=488, step_size=0.893, tol=0.00719]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2103.92it/s, iter=488, step_size=0.893, tol=0.00719]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2103.00it/s, iter=489, step_size=0.893, tol=0.00718]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2100.25it/s, iter=489, step_size=0.893, tol=0.00718]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2099.33it/s, iter=490, step_size=0.893, tol=0.00717]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2096.16it/s, iter=490, step_size=0.893, tol=0.00717]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2095.24it/s, iter=491, step_size=0.893, tol=0.00716]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2092.49it/s, iter=491, step_size=0.893, tol=0.00716]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2091.58it/s, iter=492, step_size=0.893, tol=0.00715]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2088.88it/s, iter=492, step_size=0.893, tol=0.00715]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2087.98it/s, iter=493, step_size=0.893, tol=0.00714]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2085.30it/s, iter=493, step_size=0.893, tol=0.00714]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2084.40it/s, iter=494, step_size=0.893, tol=0.00713]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2081.73it/s, iter=494, step_size=0.893, tol=0.00713]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2080.84it/s, iter=495, step_size=0.893, tol=0.00712]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2078.12it/s, iter=495, step_size=0.893, tol=0.00712]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2077.22it/s, iter=496, step_size=0.893, tol=0.00711]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2074.55it/s, iter=496, step_size=0.893, tol=0.00711]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2073.67it/s, iter=497, step_size=0.893, tol=0.00711]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2071.04it/s, iter=497, step_size=0.893, tol=0.00711]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2070.14it/s, iter=498, step_size=0.893, tol=0.0071]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2066.74it/s, iter=498, step_size=0.893, tol=0.0071]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2065.84it/s, iter=499, step_size=0.893, tol=0.00709]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2063.16it/s, iter=499, step_size=0.893, tol=0.00709]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2062.27it/s, iter=500, step_size=0.893, tol=0.00708]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2059.63it/s, iter=500, step_size=0.893, tol=0.00708]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2058.75it/s, iter=501, step_size=0.893, tol=0.00707]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2056.08it/s, iter=501, step_size=0.893, tol=0.00707]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2055.20it/s, iter=502, step_size=0.893, tol=0.00706]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2052.58it/s, iter=502, step_size=0.893, tol=0.00706]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2051.71it/s, iter=503, step_size=0.893, tol=0.00705]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2049.11it/s, iter=503, step_size=0.893, tol=0.00705]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2048.23it/s, iter=504, step_size=0.893, tol=0.00704]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2045.59it/s, iter=504, step_size=0.893, tol=0.00704]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2044.71it/s, iter=505, step_size=0.893, tol=0.00703]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2042.08it/s, iter=505, step_size=0.893, tol=0.00703]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2041.21it/s, iter=506, step_size=0.893, tol=0.00702]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2038.63it/s, iter=506, step_size=0.893, tol=0.00702]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2037.77it/s, iter=507, step_size=0.893, tol=0.00701]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2035.16it/s, iter=507, step_size=0.893, tol=0.00701]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2034.30it/s, iter=508, step_size=0.893, tol=0.007]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2031.09it/s, iter=508, step_size=0.893, tol=0.007]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2029.60it/s, iter=509, step_size=0.893, tol=0.00699]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2027.01it/s, iter=509, step_size=0.893, tol=0.00699]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2026.15it/s, iter=510, step_size=0.893, tol=0.00698]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2023.44it/s, iter=510, step_size=0.893, tol=0.00698]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2022.46it/s, iter=511, step_size=0.893, tol=0.00697]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2019.95it/s, iter=511, step_size=0.893, tol=0.00697]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2019.11it/s, iter=512, step_size=0.893, tol=0.00696]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2016.58it/s, iter=512, step_size=0.893, tol=0.00696]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2015.75it/s, iter=513, step_size=0.893, tol=0.00696]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2013.24it/s, iter=513, step_size=0.893, tol=0.00696]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2012.41it/s, iter=514, step_size=0.893, tol=0.00695]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2009.90it/s, iter=514, step_size=0.893, tol=0.00695]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2009.07it/s, iter=515, step_size=0.893, tol=0.00694]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2006.58it/s, iter=515, step_size=0.893, tol=0.00694]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2005.75it/s, iter=516, step_size=0.893, tol=0.00693]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2003.26it/s, iter=516, step_size=0.893, tol=0.00693]
PGD: 9%|9 | 453/5000 [00:00<00:02, 2002.43it/s, iter=517, step_size=0.893, tol=0.00692]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1999.91it/s, iter=517, step_size=0.893, tol=0.00692]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1999.07it/s, iter=518, step_size=0.893, tol=0.00691]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1996.59it/s, iter=518, step_size=0.893, tol=0.00691]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1995.14it/s, iter=519, step_size=0.893, tol=0.0069]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1992.65it/s, iter=519, step_size=0.893, tol=0.0069]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1991.84it/s, iter=520, step_size=0.893, tol=0.00689]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1989.36it/s, iter=520, step_size=0.893, tol=0.00689]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1988.55it/s, iter=521, step_size=0.893, tol=0.00688]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1986.06it/s, iter=521, step_size=0.893, tol=0.00688]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1985.24it/s, iter=522, step_size=0.893, tol=0.00687]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1982.80it/s, iter=522, step_size=0.893, tol=0.00687]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1981.98it/s, iter=523, step_size=0.893, tol=0.00686]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1979.53it/s, iter=523, step_size=0.893, tol=0.00686]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1978.57it/s, iter=524, step_size=0.893, tol=0.00686]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1974.83it/s, iter=524, step_size=0.893, tol=0.00686]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1973.92it/s, iter=525, step_size=0.893, tol=0.00685]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1970.30it/s, iter=525, step_size=0.893, tol=0.00685]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1969.49it/s, iter=526, step_size=0.893, tol=0.00684]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1967.03it/s, iter=526, step_size=0.893, tol=0.00684]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1966.23it/s, iter=527, step_size=0.893, tol=0.00683]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1963.83it/s, iter=527, step_size=0.893, tol=0.00683]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1963.04it/s, iter=528, step_size=0.893, tol=0.00682]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1960.14it/s, iter=528, step_size=0.893, tol=0.00682]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1959.34it/s, iter=529, step_size=0.893, tol=0.00681]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1956.94it/s, iter=529, step_size=0.893, tol=0.00681]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1956.13it/s, iter=530, step_size=0.893, tol=0.0068]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1953.75it/s, iter=530, step_size=0.893, tol=0.0068]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1952.96it/s, iter=531, step_size=0.893, tol=0.00679]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1950.61it/s, iter=531, step_size=0.893, tol=0.00679]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1949.82it/s, iter=532, step_size=0.893, tol=0.00678]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1947.45it/s, iter=532, step_size=0.893, tol=0.00678]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1946.66it/s, iter=533, step_size=0.893, tol=0.00678]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1944.31it/s, iter=533, step_size=0.893, tol=0.00678]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1943.52it/s, iter=534, step_size=0.893, tol=0.00677]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1941.14it/s, iter=534, step_size=0.893, tol=0.00677]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1940.36it/s, iter=535, step_size=0.893, tol=0.00676]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1938.03it/s, iter=535, step_size=0.893, tol=0.00676]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1937.24it/s, iter=536, step_size=0.893, tol=0.00675]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1934.92it/s, iter=536, step_size=0.893, tol=0.00675]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1934.15it/s, iter=537, step_size=0.893, tol=0.00674]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1931.83it/s, iter=537, step_size=0.893, tol=0.00674]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1931.07it/s, iter=538, step_size=0.893, tol=0.00673]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1928.78it/s, iter=538, step_size=0.893, tol=0.00673]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1927.72it/s, iter=539, step_size=0.893, tol=0.00672]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1925.28it/s, iter=539, step_size=0.893, tol=0.00672]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1924.50it/s, iter=540, step_size=0.893, tol=0.00671]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1921.92it/s, iter=540, step_size=0.893, tol=0.00671]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1921.15it/s, iter=541, step_size=0.893, tol=0.00671]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1918.82it/s, iter=541, step_size=0.893, tol=0.00671]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1918.06it/s, iter=542, step_size=0.893, tol=0.0067]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1915.79it/s, iter=542, step_size=0.893, tol=0.0067]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1915.02it/s, iter=543, step_size=0.893, tol=0.00669]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1912.68it/s, iter=543, step_size=0.893, tol=0.00669]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1911.92it/s, iter=544, step_size=0.893, tol=0.00668]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1909.67it/s, iter=544, step_size=0.893, tol=0.00668]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1908.92it/s, iter=545, step_size=0.893, tol=0.00667]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1906.64it/s, iter=545, step_size=0.893, tol=0.00667]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1905.88it/s, iter=546, step_size=0.893, tol=0.00666]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1903.63it/s, iter=546, step_size=0.893, tol=0.00666]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1902.88it/s, iter=547, step_size=0.893, tol=0.00665]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1900.58it/s, iter=547, step_size=0.893, tol=0.00665]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1899.83it/s, iter=548, step_size=0.893, tol=0.00665]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1897.60it/s, iter=548, step_size=0.893, tol=0.00665]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1896.86it/s, iter=549, step_size=0.893, tol=0.00664]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1894.54it/s, iter=549, step_size=0.893, tol=0.00664]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1893.79it/s, iter=550, step_size=0.893, tol=0.00663]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1891.50it/s, iter=550, step_size=0.893, tol=0.00663]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1890.75it/s, iter=551, step_size=0.893, tol=0.00662]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1888.49it/s, iter=551, step_size=0.893, tol=0.00662]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1887.75it/s, iter=552, step_size=0.893, tol=0.00661]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1885.52it/s, iter=552, step_size=0.893, tol=0.00661]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1884.79it/s, iter=553, step_size=0.893, tol=0.0066]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1882.57it/s, iter=553, step_size=0.893, tol=0.0066]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1881.83it/s, iter=554, step_size=0.893, tol=0.00659]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1879.61it/s, iter=554, step_size=0.893, tol=0.00659]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1878.88it/s, iter=555, step_size=0.893, tol=0.00659]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1876.59it/s, iter=555, step_size=0.893, tol=0.00659]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1875.85it/s, iter=556, step_size=0.893, tol=0.00658]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1873.61it/s, iter=556, step_size=0.893, tol=0.00658]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1872.89it/s, iter=557, step_size=0.893, tol=0.00657]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1870.71it/s, iter=557, step_size=0.893, tol=0.00657]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1869.98it/s, iter=558, step_size=0.893, tol=0.00656]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1867.82it/s, iter=558, step_size=0.893, tol=0.00656]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1867.10it/s, iter=559, step_size=0.893, tol=0.00655]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1864.95it/s, iter=559, step_size=0.893, tol=0.00655]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1864.20it/s, iter=560, step_size=0.893, tol=0.00654]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1862.03it/s, iter=560, step_size=0.893, tol=0.00654]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1861.31it/s, iter=561, step_size=0.893, tol=0.00654]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1859.16it/s, iter=561, step_size=0.893, tol=0.00654]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1858.45it/s, iter=562, step_size=0.893, tol=0.00653]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1856.32it/s, iter=562, step_size=0.893, tol=0.00653]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1855.61it/s, iter=563, step_size=0.893, tol=0.00652]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1853.49it/s, iter=563, step_size=0.893, tol=0.00652]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1852.78it/s, iter=564, step_size=0.893, tol=0.00651]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1850.38it/s, iter=564, step_size=0.893, tol=0.00651]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1849.67it/s, iter=565, step_size=0.893, tol=0.0065]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1847.56it/s, iter=565, step_size=0.893, tol=0.0065]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1846.86it/s, iter=566, step_size=0.893, tol=0.00649]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1844.76it/s, iter=566, step_size=0.893, tol=0.00649]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1843.88it/s, iter=567, step_size=0.893, tol=0.00649]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1840.54it/s, iter=567, step_size=0.893, tol=0.00649]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1839.23it/s, iter=568, step_size=0.893, tol=0.00648]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1836.90it/s, iter=568, step_size=0.893, tol=0.00648]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1836.21it/s, iter=569, step_size=0.893, tol=0.00647]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1833.72it/s, iter=569, step_size=0.893, tol=0.00647]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1832.88it/s, iter=570, step_size=0.893, tol=0.00646]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1830.81it/s, iter=570, step_size=0.893, tol=0.00646]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1830.11it/s, iter=571, step_size=0.893, tol=0.00645]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1827.94it/s, iter=571, step_size=0.893, tol=0.00645]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1827.24it/s, iter=572, step_size=0.893, tol=0.00645]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1825.17it/s, iter=572, step_size=0.893, tol=0.00645]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1824.48it/s, iter=573, step_size=0.893, tol=0.00644]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1822.42it/s, iter=573, step_size=0.893, tol=0.00644]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1821.74it/s, iter=574, step_size=0.893, tol=0.00643]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1819.64it/s, iter=574, step_size=0.893, tol=0.00643]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1818.95it/s, iter=575, step_size=0.893, tol=0.00642]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1816.90it/s, iter=575, step_size=0.893, tol=0.00642]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1816.20it/s, iter=576, step_size=0.893, tol=0.00641]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1814.15it/s, iter=576, step_size=0.893, tol=0.00641]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1813.47it/s, iter=577, step_size=0.893, tol=0.00641]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1811.40it/s, iter=577, step_size=0.893, tol=0.00641]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1810.70it/s, iter=578, step_size=0.893, tol=0.0064]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1808.68it/s, iter=578, step_size=0.893, tol=0.0064]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1808.00it/s, iter=579, step_size=0.893, tol=0.00639]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1805.98it/s, iter=579, step_size=0.893, tol=0.00639]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1805.15it/s, iter=580, step_size=0.893, tol=0.00638]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1802.98it/s, iter=580, step_size=0.893, tol=0.00638]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1802.31it/s, iter=581, step_size=0.893, tol=0.00637]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1800.30it/s, iter=581, step_size=0.893, tol=0.00637]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1799.63it/s, iter=582, step_size=0.893, tol=0.00636]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1797.58it/s, iter=582, step_size=0.893, tol=0.00636]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1796.90it/s, iter=583, step_size=0.893, tol=0.00636]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1794.63it/s, iter=583, step_size=0.893, tol=0.00636]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1793.96it/s, iter=584, step_size=0.893, tol=0.00635]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1791.98it/s, iter=584, step_size=0.893, tol=0.00635]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1791.32it/s, iter=585, step_size=0.893, tol=0.00634]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1789.34it/s, iter=585, step_size=0.893, tol=0.00634]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1788.68it/s, iter=586, step_size=0.893, tol=0.00633]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1786.67it/s, iter=586, step_size=0.893, tol=0.00633]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1786.01it/s, iter=587, step_size=0.893, tol=0.00633]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1784.00it/s, iter=587, step_size=0.893, tol=0.00633]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1783.34it/s, iter=588, step_size=0.893, tol=0.00632]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1781.35it/s, iter=588, step_size=0.893, tol=0.00632]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1780.69it/s, iter=589, step_size=0.893, tol=0.00631]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1778.65it/s, iter=589, step_size=0.893, tol=0.00631]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1777.99it/s, iter=590, step_size=0.893, tol=0.0063]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1775.97it/s, iter=590, step_size=0.893, tol=0.0063]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1775.32it/s, iter=591, step_size=0.893, tol=0.00629]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1773.37it/s, iter=591, step_size=0.893, tol=0.00629]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1772.72it/s, iter=592, step_size=0.893, tol=0.00629]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1770.76it/s, iter=592, step_size=0.893, tol=0.00629]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1770.11it/s, iter=593, step_size=0.893, tol=0.00628]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1768.17it/s, iter=593, step_size=0.893, tol=0.00628]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1767.52it/s, iter=594, step_size=0.893, tol=0.00627]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1765.58it/s, iter=594, step_size=0.893, tol=0.00627]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1764.94it/s, iter=595, step_size=0.893, tol=0.00626]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1762.96it/s, iter=595, step_size=0.893, tol=0.00626]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1762.31it/s, iter=596, step_size=0.893, tol=0.00625]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1760.38it/s, iter=596, step_size=0.893, tol=0.00625]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1759.74it/s, iter=597, step_size=0.893, tol=0.00625]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1757.72it/s, iter=597, step_size=0.893, tol=0.00625]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1757.07it/s, iter=598, step_size=0.893, tol=0.00624]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1755.16it/s, iter=598, step_size=0.893, tol=0.00624]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1754.52it/s, iter=599, step_size=0.893, tol=0.00623]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1752.58it/s, iter=599, step_size=0.893, tol=0.00623]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1751.93it/s, iter=600, step_size=0.893, tol=0.00622]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1749.80it/s, iter=600, step_size=0.893, tol=0.00622]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1749.12it/s, iter=601, step_size=0.893, tol=0.00622]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1747.22it/s, iter=601, step_size=0.893, tol=0.00622]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1746.59it/s, iter=602, step_size=0.893, tol=0.00621]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1744.66it/s, iter=602, step_size=0.893, tol=0.00621]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1744.02it/s, iter=603, step_size=0.893, tol=0.0062]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1742.14it/s, iter=603, step_size=0.893, tol=0.0062]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1741.51it/s, iter=604, step_size=0.893, tol=0.00619]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1739.63it/s, iter=604, step_size=0.893, tol=0.00619]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1739.01it/s, iter=605, step_size=0.893, tol=0.00619]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1737.11it/s, iter=605, step_size=0.893, tol=0.00619]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1736.39it/s, iter=606, step_size=0.893, tol=0.00618]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1734.50it/s, iter=606, step_size=0.893, tol=0.00618]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1733.66it/s, iter=607, step_size=0.893, tol=0.00617]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1731.78it/s, iter=607, step_size=0.893, tol=0.00617]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1731.14it/s, iter=608, step_size=0.893, tol=0.00616]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1729.24it/s, iter=608, step_size=0.893, tol=0.00616]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1728.60it/s, iter=609, step_size=0.893, tol=0.00616]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1726.50it/s, iter=609, step_size=0.893, tol=0.00616]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1725.62it/s, iter=610, step_size=0.893, tol=0.00615]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1722.86it/s, iter=610, step_size=0.893, tol=0.00615]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1722.11it/s, iter=611, step_size=0.893, tol=0.00614]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1720.19it/s, iter=611, step_size=0.893, tol=0.00614]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1719.56it/s, iter=612, step_size=0.893, tol=0.00613]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1717.68it/s, iter=612, step_size=0.893, tol=0.00613]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1717.06it/s, iter=613, step_size=0.893, tol=0.00613]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1715.20it/s, iter=613, step_size=0.893, tol=0.00613]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1714.58it/s, iter=614, step_size=0.893, tol=0.00612]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1712.68it/s, iter=614, step_size=0.893, tol=0.00612]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1712.04it/s, iter=615, step_size=0.893, tol=0.00611]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1710.18it/s, iter=615, step_size=0.893, tol=0.00611]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1709.56it/s, iter=616, step_size=0.893, tol=0.0061]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1707.53it/s, iter=616, step_size=0.893, tol=0.0061]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1706.91it/s, iter=617, step_size=0.893, tol=0.0061]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1705.07it/s, iter=617, step_size=0.893, tol=0.0061]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1704.44it/s, iter=618, step_size=0.893, tol=0.00609]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1702.61it/s, iter=618, step_size=0.893, tol=0.00609]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1702.00it/s, iter=619, step_size=0.893, tol=0.00608]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1700.12it/s, iter=619, step_size=0.893, tol=0.00608]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1699.50it/s, iter=620, step_size=0.893, tol=0.00607]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1697.68it/s, iter=620, step_size=0.893, tol=0.00607]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1696.94it/s, iter=621, step_size=0.893, tol=0.00607]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1694.99it/s, iter=621, step_size=0.893, tol=0.00607]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1694.38it/s, iter=622, step_size=0.893, tol=0.00606]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1692.56it/s, iter=622, step_size=0.893, tol=0.00606]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1691.96it/s, iter=623, step_size=0.893, tol=0.00605]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1690.12it/s, iter=623, step_size=0.893, tol=0.00605]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1689.52it/s, iter=624, step_size=0.893, tol=0.00604]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1687.70it/s, iter=624, step_size=0.893, tol=0.00604]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1687.09it/s, iter=625, step_size=0.893, tol=0.00604]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1685.29it/s, iter=625, step_size=0.893, tol=0.00604]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1684.69it/s, iter=626, step_size=0.893, tol=0.00603]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1682.88it/s, iter=626, step_size=0.893, tol=0.00603]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1682.28it/s, iter=627, step_size=0.893, tol=0.00602]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1680.49it/s, iter=627, step_size=0.893, tol=0.00602]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1679.90it/s, iter=628, step_size=0.893, tol=0.00601]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1678.11it/s, iter=628, step_size=0.893, tol=0.00601]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1677.42it/s, iter=629, step_size=0.893, tol=0.00601]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1675.42it/s, iter=629, step_size=0.893, tol=0.00601]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1674.82it/s, iter=630, step_size=0.893, tol=0.006]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1673.05it/s, iter=630, step_size=0.893, tol=0.006]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1672.47it/s, iter=631, step_size=0.893, tol=0.00599]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1670.49it/s, iter=631, step_size=0.893, tol=0.00599]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1669.90it/s, iter=632, step_size=0.893, tol=0.00599]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1668.14it/s, iter=632, step_size=0.893, tol=0.00599]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1667.56it/s, iter=633, step_size=0.893, tol=0.00598]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1665.80it/s, iter=633, step_size=0.893, tol=0.00598]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1665.21it/s, iter=634, step_size=0.893, tol=0.00597]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1663.26it/s, iter=634, step_size=0.893, tol=0.00597]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1662.68it/s, iter=635, step_size=0.893, tol=0.00596]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1660.94it/s, iter=635, step_size=0.893, tol=0.00596]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1660.36it/s, iter=636, step_size=0.893, tol=0.00596]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1658.63it/s, iter=636, step_size=0.893, tol=0.00596]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1658.05it/s, iter=637, step_size=0.893, tol=0.00595]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1656.32it/s, iter=637, step_size=0.893, tol=0.00595]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1655.74it/s, iter=638, step_size=0.893, tol=0.00594]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1653.98it/s, iter=638, step_size=0.893, tol=0.00594]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1653.39it/s, iter=639, step_size=0.893, tol=0.00594]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1651.66it/s, iter=639, step_size=0.893, tol=0.00594]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1651.08it/s, iter=640, step_size=0.893, tol=0.00593]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1649.35it/s, iter=640, step_size=0.893, tol=0.00593]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1648.78it/s, iter=641, step_size=0.893, tol=0.00592]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1647.02it/s, iter=641, step_size=0.893, tol=0.00592]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1646.45it/s, iter=642, step_size=0.893, tol=0.00591]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1644.75it/s, iter=642, step_size=0.893, tol=0.00591]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1644.18it/s, iter=643, step_size=0.893, tol=0.00591]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1642.48it/s, iter=643, step_size=0.893, tol=0.00591]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1641.91it/s, iter=644, step_size=0.893, tol=0.0059]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1640.20it/s, iter=644, step_size=0.893, tol=0.0059]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1639.63it/s, iter=645, step_size=0.893, tol=0.00589]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1637.94it/s, iter=645, step_size=0.893, tol=0.00589]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1637.37it/s, iter=646, step_size=0.893, tol=0.00589]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1635.68it/s, iter=646, step_size=0.893, tol=0.00589]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1635.12it/s, iter=647, step_size=0.893, tol=0.00588]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1633.41it/s, iter=647, step_size=0.893, tol=0.00588]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1632.85it/s, iter=648, step_size=0.893, tol=0.00587]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1631.17it/s, iter=648, step_size=0.893, tol=0.00587]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1630.61it/s, iter=649, step_size=0.893, tol=0.00586]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1628.77it/s, iter=649, step_size=0.893, tol=0.00586]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1628.21it/s, iter=650, step_size=0.893, tol=0.00586]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1626.55it/s, iter=650, step_size=0.893, tol=0.00586]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1625.99it/s, iter=651, step_size=0.893, tol=0.00585]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1624.33it/s, iter=651, step_size=0.893, tol=0.00585]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1623.43it/s, iter=652, step_size=0.893, tol=0.00584]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1620.94it/s, iter=652, step_size=0.893, tol=0.00584]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1620.17it/s, iter=653, step_size=0.893, tol=0.00584]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1617.29it/s, iter=653, step_size=0.893, tol=0.00584]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1615.69it/s, iter=654, step_size=0.893, tol=0.00583]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1613.43it/s, iter=654, step_size=0.893, tol=0.00583]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1612.63it/s, iter=655, step_size=0.893, tol=0.00582]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1610.72it/s, iter=655, step_size=0.893, tol=0.00582]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1610.17it/s, iter=656, step_size=0.893, tol=0.00582]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1608.54it/s, iter=656, step_size=0.893, tol=0.00582]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1607.99it/s, iter=657, step_size=0.893, tol=0.00581]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1605.98it/s, iter=657, step_size=0.893, tol=0.00581]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1605.44it/s, iter=658, step_size=0.893, tol=0.0058]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1603.82it/s, iter=658, step_size=0.893, tol=0.0058]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1603.28it/s, iter=659, step_size=0.893, tol=0.0058]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1601.63it/s, iter=659, step_size=0.893, tol=0.0058]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1600.91it/s, iter=660, step_size=0.893, tol=0.00579]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1599.03it/s, iter=660, step_size=0.893, tol=0.00579]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1598.34it/s, iter=661, step_size=0.893, tol=0.00578]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1596.74it/s, iter=661, step_size=0.893, tol=0.00578]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1596.20it/s, iter=662, step_size=0.893, tol=0.00577]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1594.57it/s, iter=662, step_size=0.893, tol=0.00577]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1594.03it/s, iter=663, step_size=0.893, tol=0.00577]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1592.37it/s, iter=663, step_size=0.893, tol=0.00577]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1591.83it/s, iter=664, step_size=0.893, tol=0.00576]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1590.06it/s, iter=664, step_size=0.893, tol=0.00576]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1589.52it/s, iter=665, step_size=0.893, tol=0.00575]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1587.90it/s, iter=665, step_size=0.893, tol=0.00575]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1587.37it/s, iter=666, step_size=0.893, tol=0.00575]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1585.77it/s, iter=666, step_size=0.893, tol=0.00575]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1585.24it/s, iter=667, step_size=0.893, tol=0.00574]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1583.67it/s, iter=667, step_size=0.893, tol=0.00574]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1583.13it/s, iter=668, step_size=0.893, tol=0.00573]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1581.51it/s, iter=668, step_size=0.893, tol=0.00573]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1580.98it/s, iter=669, step_size=0.893, tol=0.00573]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1579.41it/s, iter=669, step_size=0.893, tol=0.00573]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1578.89it/s, iter=670, step_size=0.893, tol=0.00572]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1576.96it/s, iter=670, step_size=0.893, tol=0.00572]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1576.43it/s, iter=671, step_size=0.893, tol=0.00571]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1574.85it/s, iter=671, step_size=0.893, tol=0.00571]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1574.32it/s, iter=672, step_size=0.893, tol=0.00571]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1572.74it/s, iter=672, step_size=0.893, tol=0.00571]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1572.22it/s, iter=673, step_size=0.893, tol=0.0057]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1570.62it/s, iter=673, step_size=0.893, tol=0.0057]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1570.10it/s, iter=674, step_size=0.893, tol=0.00569]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1568.49it/s, iter=674, step_size=0.893, tol=0.00569]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1567.97it/s, iter=675, step_size=0.893, tol=0.00569]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1566.40it/s, iter=675, step_size=0.893, tol=0.00569]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1565.88it/s, iter=676, step_size=0.893, tol=0.00568]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1564.32it/s, iter=676, step_size=0.893, tol=0.00568]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1563.81it/s, iter=677, step_size=0.893, tol=0.00567]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1562.22it/s, iter=677, step_size=0.893, tol=0.00567]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1561.70it/s, iter=678, step_size=0.893, tol=0.00567]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1560.09it/s, iter=678, step_size=0.893, tol=0.00567]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1559.57it/s, iter=679, step_size=0.893, tol=0.00566]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1558.02it/s, iter=679, step_size=0.893, tol=0.00566]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1557.42it/s, iter=680, step_size=0.893, tol=0.00565]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1555.35it/s, iter=680, step_size=0.893, tol=0.00565]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1554.84it/s, iter=681, step_size=0.893, tol=0.00565]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1553.28it/s, iter=681, step_size=0.893, tol=0.00565]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1552.77it/s, iter=682, step_size=0.893, tol=0.00564]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1551.25it/s, iter=682, step_size=0.893, tol=0.00564]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1550.74it/s, iter=683, step_size=0.893, tol=0.00563]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1549.23it/s, iter=683, step_size=0.893, tol=0.00563]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1548.73it/s, iter=684, step_size=0.893, tol=0.00563]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1547.23it/s, iter=684, step_size=0.893, tol=0.00563]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1546.73it/s, iter=685, step_size=0.893, tol=0.00562]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1545.20it/s, iter=685, step_size=0.893, tol=0.00562]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1544.69it/s, iter=686, step_size=0.893, tol=0.00561]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1543.00it/s, iter=686, step_size=0.893, tol=0.00561]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1542.50it/s, iter=687, step_size=0.893, tol=0.00561]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1540.99it/s, iter=687, step_size=0.893, tol=0.00561]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1540.49it/s, iter=688, step_size=0.893, tol=0.0056]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1538.99it/s, iter=688, step_size=0.893, tol=0.0056]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1538.49it/s, iter=689, step_size=0.893, tol=0.00559]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1536.84it/s, iter=689, step_size=0.893, tol=0.00559]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1536.34it/s, iter=690, step_size=0.893, tol=0.00559]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1534.42it/s, iter=690, step_size=0.893, tol=0.00559]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1533.92it/s, iter=691, step_size=0.893, tol=0.00558]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1532.35it/s, iter=691, step_size=0.893, tol=0.00558]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1531.63it/s, iter=692, step_size=0.893, tol=0.00558]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1529.18it/s, iter=692, step_size=0.893, tol=0.00558]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1528.52it/s, iter=693, step_size=0.893, tol=0.00557]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1526.95it/s, iter=693, step_size=0.893, tol=0.00557]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1526.37it/s, iter=694, step_size=0.893, tol=0.00556]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1523.87it/s, iter=694, step_size=0.893, tol=0.00556]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1523.33it/s, iter=695, step_size=0.893, tol=0.00556]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1520.31it/s, iter=695, step_size=0.893, tol=0.00556]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1519.15it/s, iter=696, step_size=0.893, tol=0.00555]
PGD: 9%|9 | 453/5000 [00:00<00:02, 1515.98it/s, iter=696, step_size=0.893, tol=0.00555]
PGD: 9%|9 | 453/5000 [00:00<00:03, 1514.62it/s, iter=697, step_size=0.893, tol=0.00554]
PGD: 9%|9 | 453/5000 [00:00<00:03, 1511.83it/s, iter=697, step_size=0.893, tol=0.00554]
PGD: 9%|9 | 453/5000 [00:00<00:03, 1510.98it/s, iter=698, step_size=0.893, tol=0.00554]
PGD: 9%|9 | 453/5000 [00:00<00:03, 1508.10it/s, iter=698, step_size=0.893, tol=0.00554]
PGD: 9%|9 | 453/5000 [00:00<00:03, 1507.21it/s, iter=699, step_size=0.893, tol=0.00553]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2328.00it/s, iter=699, step_size=0.893, tol=0.00553]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2323.88it/s, iter=699, step_size=0.893, tol=0.00553]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2322.31it/s, iter=700, step_size=0.893, tol=0.00552]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2316.75it/s, iter=700, step_size=0.893, tol=0.00552]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2314.91it/s, iter=701, step_size=0.893, tol=0.00552]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2308.55it/s, iter=701, step_size=0.893, tol=0.00552]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2306.55it/s, iter=702, step_size=0.893, tol=0.00551]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2302.14it/s, iter=702, step_size=0.893, tol=0.00551]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2300.85it/s, iter=703, step_size=0.893, tol=0.0055]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2296.77it/s, iter=703, step_size=0.893, tol=0.0055]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2295.48it/s, iter=704, step_size=0.893, tol=0.0055]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2291.13it/s, iter=704, step_size=0.893, tol=0.0055]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2289.86it/s, iter=705, step_size=0.893, tol=0.00549]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2285.77it/s, iter=705, step_size=0.893, tol=0.00549]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2284.50it/s, iter=706, step_size=0.893, tol=0.00549]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2280.19it/s, iter=706, step_size=0.893, tol=0.00549]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2278.69it/s, iter=707, step_size=0.893, tol=0.00548]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2273.61it/s, iter=707, step_size=0.893, tol=0.00548]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2270.96it/s, iter=708, step_size=0.893, tol=0.00547]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2264.89it/s, iter=708, step_size=0.893, tol=0.00547]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2263.03it/s, iter=709, step_size=0.893, tol=0.00547]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2258.47it/s, iter=709, step_size=0.893, tol=0.00547]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2257.23it/s, iter=710, step_size=0.893, tol=0.00546]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2253.34it/s, iter=710, step_size=0.893, tol=0.00546]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2251.90it/s, iter=711, step_size=0.893, tol=0.00545]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2247.12it/s, iter=711, step_size=0.893, tol=0.00545]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2245.44it/s, iter=712, step_size=0.893, tol=0.00545]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2241.40it/s, iter=712, step_size=0.893, tol=0.00545]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2239.19it/s, iter=713, step_size=0.893, tol=0.00544]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2233.84it/s, iter=713, step_size=0.893, tol=0.00544]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2233.02it/s, iter=714, step_size=0.893, tol=0.00544]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2230.80it/s, iter=714, step_size=0.893, tol=0.00544]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2230.07it/s, iter=715, step_size=0.893, tol=0.00543]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2227.90it/s, iter=715, step_size=0.893, tol=0.00543]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2227.17it/s, iter=716, step_size=0.893, tol=0.00542]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2224.18it/s, iter=716, step_size=0.893, tol=0.00542]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2223.09it/s, iter=717, step_size=0.893, tol=0.00542]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2219.38it/s, iter=717, step_size=0.893, tol=0.00542]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2218.39it/s, iter=718, step_size=0.893, tol=0.00541]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2214.96it/s, iter=718, step_size=0.893, tol=0.00541]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2214.12it/s, iter=719, step_size=0.893, tol=0.0054]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2211.31it/s, iter=719, step_size=0.893, tol=0.0054]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2210.48it/s, iter=720, step_size=0.893, tol=0.0054]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2208.01it/s, iter=720, step_size=0.893, tol=0.0054]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2207.18it/s, iter=721, step_size=0.893, tol=0.00539]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2204.70it/s, iter=721, step_size=0.893, tol=0.00539]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2203.66it/s, iter=722, step_size=0.893, tol=0.00539]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2201.17it/s, iter=722, step_size=0.893, tol=0.00539]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2200.34it/s, iter=723, step_size=0.893, tol=0.00538]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2197.87it/s, iter=723, step_size=0.893, tol=0.00538]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2197.05it/s, iter=724, step_size=0.893, tol=0.00537]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2194.12it/s, iter=724, step_size=0.893, tol=0.00537]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2193.26it/s, iter=725, step_size=0.893, tol=0.00537]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2190.79it/s, iter=725, step_size=0.893, tol=0.00537]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2189.97it/s, iter=726, step_size=0.893, tol=0.00536]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2187.52it/s, iter=726, step_size=0.893, tol=0.00536]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2186.71it/s, iter=727, step_size=0.893, tol=0.00536]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2184.24it/s, iter=727, step_size=0.893, tol=0.00536]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2183.43it/s, iter=728, step_size=0.893, tol=0.00535]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2181.08it/s, iter=728, step_size=0.893, tol=0.00535]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2180.35it/s, iter=729, step_size=0.893, tol=0.00534]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2178.15it/s, iter=729, step_size=0.893, tol=0.00534]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2177.42it/s, iter=730, step_size=0.893, tol=0.00534]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2175.16it/s, iter=730, step_size=0.893, tol=0.00534]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2174.43it/s, iter=731, step_size=0.893, tol=0.00533]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2172.25it/s, iter=731, step_size=0.893, tol=0.00533]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2171.53it/s, iter=732, step_size=0.893, tol=0.00533]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2169.36it/s, iter=732, step_size=0.893, tol=0.00533]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2168.64it/s, iter=733, step_size=0.893, tol=0.00532]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2165.99it/s, iter=733, step_size=0.893, tol=0.00532]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2165.26it/s, iter=734, step_size=0.893, tol=0.00531]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2163.10it/s, iter=734, step_size=0.893, tol=0.00531]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2162.39it/s, iter=735, step_size=0.893, tol=0.00531]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2160.23it/s, iter=735, step_size=0.893, tol=0.00531]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2159.51it/s, iter=736, step_size=0.893, tol=0.0053]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2157.37it/s, iter=736, step_size=0.893, tol=0.0053]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2156.65it/s, iter=737, step_size=0.893, tol=0.0053]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2154.52it/s, iter=737, step_size=0.893, tol=0.0053]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2153.78it/s, iter=738, step_size=0.893, tol=0.00529]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2151.64it/s, iter=738, step_size=0.893, tol=0.00529]
PGD: 14%|#4 | 700/5000 [00:00<00:01, 2150.93it/s, iter=739, step_size=0.893, tol=0.00528]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2148.80it/s, iter=739, step_size=0.893, tol=0.00528]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2148.14it/s, iter=740, step_size=0.893, tol=0.00528]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2146.17it/s, iter=740, step_size=0.893, tol=0.00528]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2145.52it/s, iter=741, step_size=0.893, tol=0.00527]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2143.57it/s, iter=741, step_size=0.893, tol=0.00527]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2142.92it/s, iter=742, step_size=0.893, tol=0.00527]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2140.53it/s, iter=742, step_size=0.893, tol=0.00527]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2139.78it/s, iter=743, step_size=0.893, tol=0.00526]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2137.84it/s, iter=743, step_size=0.893, tol=0.00526]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2137.18it/s, iter=744, step_size=0.893, tol=0.00525]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2135.25it/s, iter=744, step_size=0.893, tol=0.00525]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2134.61it/s, iter=745, step_size=0.893, tol=0.00525]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2132.65it/s, iter=745, step_size=0.893, tol=0.00525]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2131.99it/s, iter=746, step_size=0.893, tol=0.00524]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2130.06it/s, iter=746, step_size=0.893, tol=0.00524]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2129.41it/s, iter=747, step_size=0.893, tol=0.00524]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2127.37it/s, iter=747, step_size=0.893, tol=0.00524]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2126.04it/s, iter=748, step_size=0.893, tol=0.00523]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2122.93it/s, iter=748, step_size=0.893, tol=0.00523]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2121.89it/s, iter=749, step_size=0.893, tol=0.00523]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2119.92it/s, iter=749, step_size=0.893, tol=0.00523]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2119.28it/s, iter=750, step_size=0.893, tol=0.00522]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2117.38it/s, iter=750, step_size=0.893, tol=0.00522]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2116.62it/s, iter=751, step_size=0.893, tol=0.00521]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2114.25it/s, iter=751, step_size=0.893, tol=0.00521]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2113.32it/s, iter=752, step_size=0.893, tol=0.00521]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2110.63it/s, iter=752, step_size=0.893, tol=0.00521]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2109.86it/s, iter=753, step_size=0.893, tol=0.0052]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2107.46it/s, iter=753, step_size=0.893, tol=0.0052]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2106.38it/s, iter=754, step_size=0.893, tol=0.0052]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2103.67it/s, iter=754, step_size=0.893, tol=0.0052]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2102.91it/s, iter=755, step_size=0.893, tol=0.00519]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2100.63it/s, iter=755, step_size=0.893, tol=0.00519]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2099.87it/s, iter=756, step_size=0.893, tol=0.00518]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2097.17it/s, iter=756, step_size=0.893, tol=0.00518]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2096.42it/s, iter=757, step_size=0.893, tol=0.00518]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2093.78it/s, iter=757, step_size=0.893, tol=0.00518]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2092.91it/s, iter=758, step_size=0.893, tol=0.00517]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2090.41it/s, iter=758, step_size=0.893, tol=0.00517]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2089.11it/s, iter=759, step_size=0.893, tol=0.00517]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2086.35it/s, iter=759, step_size=0.893, tol=0.00517]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2085.28it/s, iter=760, step_size=0.893, tol=0.00516]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2081.79it/s, iter=760, step_size=0.893, tol=0.00516]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2080.23it/s, iter=761, step_size=0.893, tol=0.00516]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2075.97it/s, iter=761, step_size=0.893, tol=0.00516]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2074.57it/s, iter=762, step_size=0.893, tol=0.00515]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2069.96it/s, iter=762, step_size=0.893, tol=0.00515]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2068.74it/s, iter=763, step_size=0.893, tol=0.00514]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2064.35it/s, iter=763, step_size=0.893, tol=0.00514]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2063.16it/s, iter=764, step_size=0.893, tol=0.00514]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2059.45it/s, iter=764, step_size=0.893, tol=0.00514]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2058.08it/s, iter=765, step_size=0.893, tol=0.00513]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2054.53it/s, iter=765, step_size=0.893, tol=0.00513]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2053.79it/s, iter=766, step_size=0.893, tol=0.00513]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2051.69it/s, iter=766, step_size=0.893, tol=0.00513]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2051.00it/s, iter=767, step_size=0.893, tol=0.00512]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2048.26it/s, iter=767, step_size=0.893, tol=0.00512]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2047.62it/s, iter=768, step_size=0.893, tol=0.00512]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2045.65it/s, iter=768, step_size=0.893, tol=0.00512]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2045.00it/s, iter=769, step_size=0.893, tol=0.00511]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2043.08it/s, iter=769, step_size=0.893, tol=0.00511]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2042.45it/s, iter=770, step_size=0.893, tol=0.0051]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2040.02it/s, iter=770, step_size=0.893, tol=0.0051]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2039.38it/s, iter=771, step_size=0.893, tol=0.0051]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2037.47it/s, iter=771, step_size=0.893, tol=0.0051]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2036.83it/s, iter=772, step_size=0.893, tol=0.00509]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2034.92it/s, iter=772, step_size=0.893, tol=0.00509]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2034.29it/s, iter=773, step_size=0.893, tol=0.00509]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2032.40it/s, iter=773, step_size=0.893, tol=0.00509]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2031.77it/s, iter=774, step_size=0.893, tol=0.00508]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2029.87it/s, iter=774, step_size=0.893, tol=0.00508]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2029.24it/s, iter=775, step_size=0.893, tol=0.00508]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2027.35it/s, iter=775, step_size=0.893, tol=0.00508]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2026.72it/s, iter=776, step_size=0.893, tol=0.00507]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2024.66it/s, iter=776, step_size=0.893, tol=0.00507]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2023.14it/s, iter=777, step_size=0.893, tol=0.00507]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2020.88it/s, iter=777, step_size=0.893, tol=0.00507]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2020.16it/s, iter=778, step_size=0.893, tol=0.00506]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2016.77it/s, iter=778, step_size=0.893, tol=0.00506]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2015.64it/s, iter=779, step_size=0.893, tol=0.00505]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2013.21it/s, iter=779, step_size=0.893, tol=0.00505]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2012.63it/s, iter=780, step_size=0.893, tol=0.00505]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2010.90it/s, iter=780, step_size=0.893, tol=0.00505]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2010.32it/s, iter=781, step_size=0.893, tol=0.00504]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2008.57it/s, iter=781, step_size=0.893, tol=0.00504]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2007.99it/s, iter=782, step_size=0.893, tol=0.00504]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2006.28it/s, iter=782, step_size=0.893, tol=0.00504]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2005.71it/s, iter=783, step_size=0.893, tol=0.00503]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2004.02it/s, iter=783, step_size=0.893, tol=0.00503]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2003.44it/s, iter=784, step_size=0.893, tol=0.00503]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2001.74it/s, iter=784, step_size=0.893, tol=0.00503]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 2001.00it/s, iter=785, step_size=0.893, tol=0.00502]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1999.31it/s, iter=785, step_size=0.893, tol=0.00502]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1998.74it/s, iter=786, step_size=0.893, tol=0.00502]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1997.05it/s, iter=786, step_size=0.893, tol=0.00502]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1996.42it/s, iter=787, step_size=0.893, tol=0.00501]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1994.80it/s, iter=787, step_size=0.893, tol=0.00501]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1993.75it/s, iter=788, step_size=0.893, tol=0.00501]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1991.95it/s, iter=788, step_size=0.893, tol=0.00501]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1991.41it/s, iter=789, step_size=0.893, tol=0.005]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1989.59it/s, iter=789, step_size=0.893, tol=0.005]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1989.04it/s, iter=790, step_size=0.893, tol=0.00499]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1987.40it/s, iter=790, step_size=0.893, tol=0.00499]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1986.86it/s, iter=791, step_size=0.893, tol=0.00499]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1985.23it/s, iter=791, step_size=0.893, tol=0.00499]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1984.69it/s, iter=792, step_size=0.893, tol=0.00498]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1983.09it/s, iter=792, step_size=0.893, tol=0.00498]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1982.55it/s, iter=793, step_size=0.893, tol=0.00498]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1980.92it/s, iter=793, step_size=0.893, tol=0.00498]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1980.38it/s, iter=794, step_size=0.893, tol=0.00497]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1978.78it/s, iter=794, step_size=0.893, tol=0.00497]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1978.25it/s, iter=795, step_size=0.893, tol=0.00497]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1976.65it/s, iter=795, step_size=0.893, tol=0.00497]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1976.11it/s, iter=796, step_size=0.893, tol=0.00496]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1974.51it/s, iter=796, step_size=0.893, tol=0.00496]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1973.99it/s, iter=797, step_size=0.893, tol=0.00496]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1972.36it/s, iter=797, step_size=0.893, tol=0.00496]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1971.38it/s, iter=798, step_size=0.893, tol=0.00495]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1969.79it/s, iter=798, step_size=0.893, tol=0.00495]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1968.90it/s, iter=799, step_size=0.893, tol=0.00495]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1967.32it/s, iter=799, step_size=0.893, tol=0.00495]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1966.79it/s, iter=800, step_size=0.893, tol=0.00494]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1965.19it/s, iter=800, step_size=0.893, tol=0.00494]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1964.66it/s, iter=801, step_size=0.893, tol=0.00494]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1963.09it/s, iter=801, step_size=0.893, tol=0.00494]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1962.56it/s, iter=802, step_size=0.893, tol=0.00493]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1960.97it/s, iter=802, step_size=0.893, tol=0.00493]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1960.42it/s, iter=803, step_size=0.893, tol=0.00492]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1958.84it/s, iter=803, step_size=0.893, tol=0.00492]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1958.23it/s, iter=804, step_size=0.893, tol=0.00492]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1956.64it/s, iter=804, step_size=0.893, tol=0.00492]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1956.12it/s, iter=805, step_size=0.893, tol=0.00491]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1954.55it/s, iter=805, step_size=0.893, tol=0.00491]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1954.02it/s, iter=806, step_size=0.893, tol=0.00491]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1952.45it/s, iter=806, step_size=0.893, tol=0.00491]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1951.93it/s, iter=807, step_size=0.893, tol=0.0049]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1950.38it/s, iter=807, step_size=0.893, tol=0.0049]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1949.41it/s, iter=808, step_size=0.893, tol=0.0049]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1947.57it/s, iter=808, step_size=0.893, tol=0.0049]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1947.03it/s, iter=809, step_size=0.893, tol=0.00489]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1943.93it/s, iter=809, step_size=0.893, tol=0.00489]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1943.11it/s, iter=810, step_size=0.893, tol=0.00489]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1939.81it/s, iter=810, step_size=0.893, tol=0.00489]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1938.87it/s, iter=811, step_size=0.893, tol=0.00488]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1936.00it/s, iter=811, step_size=0.893, tol=0.00488]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1934.80it/s, iter=812, step_size=0.893, tol=0.00488]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1932.59it/s, iter=812, step_size=0.893, tol=0.00488]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1931.96it/s, iter=813, step_size=0.893, tol=0.00487]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1929.26it/s, iter=813, step_size=0.893, tol=0.00487]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1928.19it/s, iter=814, step_size=0.893, tol=0.00487]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1924.91it/s, iter=814, step_size=0.893, tol=0.00487]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1924.35it/s, iter=815, step_size=0.893, tol=0.00486]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1922.10it/s, iter=815, step_size=0.893, tol=0.00486]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1921.49it/s, iter=816, step_size=0.893, tol=0.00486]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1919.67it/s, iter=816, step_size=0.893, tol=0.00486]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1919.14it/s, iter=817, step_size=0.893, tol=0.00485]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1916.21it/s, iter=817, step_size=0.893, tol=0.00485]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1914.98it/s, iter=818, step_size=0.893, tol=0.00485]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1911.47it/s, iter=818, step_size=0.893, tol=0.00485]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1910.53it/s, iter=819, step_size=0.893, tol=0.00484]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1907.37it/s, iter=819, step_size=0.893, tol=0.00484]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1906.33it/s, iter=820, step_size=0.893, tol=0.00484]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1903.54it/s, iter=820, step_size=0.893, tol=0.00484]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1903.01it/s, iter=821, step_size=0.893, tol=0.00483]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1901.48it/s, iter=821, step_size=0.893, tol=0.00483]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1900.96it/s, iter=822, step_size=0.893, tol=0.00483]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1899.44it/s, iter=822, step_size=0.893, tol=0.00483]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1898.94it/s, iter=823, step_size=0.893, tol=0.00482]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1897.44it/s, iter=823, step_size=0.893, tol=0.00482]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1896.93it/s, iter=824, step_size=0.893, tol=0.00482]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1895.36it/s, iter=824, step_size=0.893, tol=0.00482]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1894.86it/s, iter=825, step_size=0.893, tol=0.00481]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1893.31it/s, iter=825, step_size=0.893, tol=0.00481]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1892.81it/s, iter=826, step_size=0.893, tol=0.00481]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1891.32it/s, iter=826, step_size=0.893, tol=0.00481]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1890.82it/s, iter=827, step_size=0.893, tol=0.0048]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1889.35it/s, iter=827, step_size=0.893, tol=0.0048]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1888.85it/s, iter=828, step_size=0.893, tol=0.0048]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1887.38it/s, iter=828, step_size=0.893, tol=0.0048]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1886.56it/s, iter=829, step_size=0.893, tol=0.00479]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1885.05it/s, iter=829, step_size=0.893, tol=0.00479]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1884.55it/s, iter=830, step_size=0.893, tol=0.00478]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1883.08it/s, iter=830, step_size=0.893, tol=0.00478]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1882.59it/s, iter=831, step_size=0.893, tol=0.00478]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1881.12it/s, iter=831, step_size=0.893, tol=0.00478]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1880.63it/s, iter=832, step_size=0.893, tol=0.00477]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1879.17it/s, iter=832, step_size=0.893, tol=0.00477]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1878.69it/s, iter=833, step_size=0.893, tol=0.00477]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1876.59it/s, iter=833, step_size=0.893, tol=0.00477]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1876.08it/s, iter=834, step_size=0.893, tol=0.00476]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1874.54it/s, iter=834, step_size=0.893, tol=0.00476]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1874.03it/s, iter=835, step_size=0.893, tol=0.00476]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1872.46it/s, iter=835, step_size=0.893, tol=0.00476]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1871.97it/s, iter=836, step_size=0.893, tol=0.00475]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1870.52it/s, iter=836, step_size=0.893, tol=0.00475]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1870.03it/s, iter=837, step_size=0.893, tol=0.00475]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1868.58it/s, iter=837, step_size=0.893, tol=0.00475]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1868.09it/s, iter=838, step_size=0.893, tol=0.00474]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1866.20it/s, iter=838, step_size=0.893, tol=0.00474]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1865.71it/s, iter=839, step_size=0.893, tol=0.00474]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1864.24it/s, iter=839, step_size=0.893, tol=0.00474]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1863.76it/s, iter=840, step_size=0.893, tol=0.00473]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1862.32it/s, iter=840, step_size=0.893, tol=0.00473]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1861.85it/s, iter=841, step_size=0.893, tol=0.00473]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1860.38it/s, iter=841, step_size=0.893, tol=0.00473]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1859.88it/s, iter=842, step_size=0.893, tol=0.00472]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1858.43it/s, iter=842, step_size=0.893, tol=0.00472]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1857.95it/s, iter=843, step_size=0.893, tol=0.00472]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1856.51it/s, iter=843, step_size=0.893, tol=0.00472]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1856.03it/s, iter=844, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1854.60it/s, iter=844, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1854.12it/s, iter=845, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1852.69it/s, iter=845, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1852.21it/s, iter=846, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1850.78it/s, iter=846, step_size=0.893, tol=0.00471]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1850.30it/s, iter=847, step_size=0.893, tol=0.0047]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1848.88it/s, iter=847, step_size=0.893, tol=0.0047]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1848.41it/s, iter=848, step_size=0.893, tol=0.0047]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1846.53it/s, iter=848, step_size=0.893, tol=0.0047]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1845.25it/s, iter=849, step_size=0.893, tol=0.00469]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1843.39it/s, iter=849, step_size=0.893, tol=0.00469]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1842.89it/s, iter=850, step_size=0.893, tol=0.00469]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1840.05it/s, iter=850, step_size=0.893, tol=0.00469]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1839.47it/s, iter=851, step_size=0.893, tol=0.00468]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1837.68it/s, iter=851, step_size=0.893, tol=0.00468]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1836.93it/s, iter=852, step_size=0.893, tol=0.00468]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1835.22it/s, iter=852, step_size=0.893, tol=0.00468]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1834.44it/s, iter=853, step_size=0.893, tol=0.00467]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1832.21it/s, iter=853, step_size=0.893, tol=0.00467]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1831.25it/s, iter=854, step_size=0.893, tol=0.00467]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1828.92it/s, iter=854, step_size=0.893, tol=0.00467]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1827.23it/s, iter=855, step_size=0.893, tol=0.00466]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1824.16it/s, iter=855, step_size=0.893, tol=0.00466]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1823.53it/s, iter=856, step_size=0.893, tol=0.00466]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1821.70it/s, iter=856, step_size=0.893, tol=0.00466]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1821.14it/s, iter=857, step_size=0.893, tol=0.00465]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1819.37it/s, iter=857, step_size=0.893, tol=0.00465]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1818.55it/s, iter=858, step_size=0.893, tol=0.00465]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1816.42it/s, iter=858, step_size=0.893, tol=0.00465]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1815.80it/s, iter=859, step_size=0.893, tol=0.00464]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1813.98it/s, iter=859, step_size=0.893, tol=0.00464]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1813.45it/s, iter=860, step_size=0.893, tol=0.00464]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1811.58it/s, iter=860, step_size=0.893, tol=0.00464]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1810.96it/s, iter=861, step_size=0.893, tol=0.00463]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1809.27it/s, iter=861, step_size=0.893, tol=0.00463]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1808.09it/s, iter=862, step_size=0.893, tol=0.00463]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1805.26it/s, iter=862, step_size=0.893, tol=0.00463]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1804.44it/s, iter=863, step_size=0.893, tol=0.00462]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1801.58it/s, iter=863, step_size=0.893, tol=0.00462]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1800.72it/s, iter=864, step_size=0.893, tol=0.00462]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1797.87it/s, iter=864, step_size=0.893, tol=0.00462]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1796.99it/s, iter=865, step_size=0.893, tol=0.00461]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1794.16it/s, iter=865, step_size=0.893, tol=0.00461]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1793.30it/s, iter=866, step_size=0.893, tol=0.00461]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1789.96it/s, iter=866, step_size=0.893, tol=0.00461]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1789.17it/s, iter=867, step_size=0.893, tol=0.0046]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1786.62it/s, iter=867, step_size=0.893, tol=0.0046]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1785.82it/s, iter=868, step_size=0.893, tol=0.0046]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1783.24it/s, iter=868, step_size=0.893, tol=0.0046]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1782.46it/s, iter=869, step_size=0.893, tol=0.00459]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1779.99it/s, iter=869, step_size=0.893, tol=0.00459]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1779.36it/s, iter=870, step_size=0.893, tol=0.00459]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1776.49it/s, iter=870, step_size=0.893, tol=0.00459]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1775.67it/s, iter=871, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1773.18it/s, iter=871, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1772.10it/s, iter=872, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1755.51it/s, iter=872, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1753.89it/s, iter=873, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1748.59it/s, iter=873, step_size=0.893, tol=0.00458]
PGD: 14%|#4 | 700/5000 [00:00<00:02, 1746.99it/s, iter=874, step_size=0.893, tol=0.00457]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2182.53it/s, iter=874, step_size=0.893, tol=0.00457]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2178.19it/s, iter=874, step_size=0.893, tol=0.00457]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2177.08it/s, iter=875, step_size=0.893, tol=0.00457]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2174.32it/s, iter=875, step_size=0.893, tol=0.00457]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2173.66it/s, iter=876, step_size=0.893, tol=0.00456]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2171.72it/s, iter=876, step_size=0.893, tol=0.00456]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2170.65it/s, iter=877, step_size=0.893, tol=0.00456]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2168.53it/s, iter=877, step_size=0.893, tol=0.00456]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2167.74it/s, iter=878, step_size=0.893, tol=0.00455]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2164.47it/s, iter=878, step_size=0.893, tol=0.00455]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2163.50it/s, iter=879, step_size=0.893, tol=0.00455]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2159.99it/s, iter=879, step_size=0.893, tol=0.00455]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2158.98it/s, iter=880, step_size=0.893, tol=0.00454]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2155.52it/s, iter=880, step_size=0.893, tol=0.00454]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2154.55it/s, iter=881, step_size=0.893, tol=0.00454]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2151.44it/s, iter=881, step_size=0.893, tol=0.00454]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2150.18it/s, iter=882, step_size=0.893, tol=0.00453]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2148.14it/s, iter=882, step_size=0.893, tol=0.00453]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2147.56it/s, iter=883, step_size=0.893, tol=0.00453]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2145.63it/s, iter=883, step_size=0.893, tol=0.00453]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2145.06it/s, iter=884, step_size=0.893, tol=0.00452]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2143.35it/s, iter=884, step_size=0.893, tol=0.00452]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2142.78it/s, iter=885, step_size=0.893, tol=0.00452]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2140.49it/s, iter=885, step_size=0.893, tol=0.00452]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2139.53it/s, iter=886, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2135.99it/s, iter=886, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2135.19it/s, iter=887, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2132.79it/s, iter=887, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2132.13it/s, iter=888, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2130.24it/s, iter=888, step_size=0.893, tol=0.00451]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2129.68it/s, iter=889, step_size=0.893, tol=0.0045]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2127.34it/s, iter=889, step_size=0.893, tol=0.0045]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2126.72it/s, iter=890, step_size=0.893, tol=0.0045]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2124.86it/s, iter=890, step_size=0.893, tol=0.0045]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2124.25it/s, iter=891, step_size=0.893, tol=0.00449]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2122.48it/s, iter=891, step_size=0.893, tol=0.00449]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2121.78it/s, iter=892, step_size=0.893, tol=0.00449]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2119.27it/s, iter=892, step_size=0.893, tol=0.00449]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2118.36it/s, iter=893, step_size=0.893, tol=0.00448]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2116.20it/s, iter=893, step_size=0.893, tol=0.00448]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2115.55it/s, iter=894, step_size=0.893, tol=0.00448]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2113.89it/s, iter=894, step_size=0.893, tol=0.00448]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2113.34it/s, iter=895, step_size=0.893, tol=0.00447]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2111.52it/s, iter=895, step_size=0.893, tol=0.00447]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2110.77it/s, iter=896, step_size=0.893, tol=0.00447]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2108.92it/s, iter=896, step_size=0.893, tol=0.00447]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2107.95it/s, iter=897, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2106.31it/s, iter=897, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2105.77it/s, iter=898, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2103.52it/s, iter=898, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2102.79it/s, iter=899, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2100.24it/s, iter=899, step_size=0.893, tol=0.00446]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2099.73it/s, iter=900, step_size=0.893, tol=0.00445]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2098.21it/s, iter=900, step_size=0.893, tol=0.00445]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2097.70it/s, iter=901, step_size=0.893, tol=0.00445]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2095.95it/s, iter=901, step_size=0.893, tol=0.00445]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2095.45it/s, iter=902, step_size=0.893, tol=0.00444]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2093.95it/s, iter=902, step_size=0.893, tol=0.00444]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2093.44it/s, iter=903, step_size=0.893, tol=0.00444]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2091.94it/s, iter=903, step_size=0.893, tol=0.00444]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2091.44it/s, iter=904, step_size=0.893, tol=0.00443]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2089.94it/s, iter=904, step_size=0.893, tol=0.00443]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2089.44it/s, iter=905, step_size=0.893, tol=0.00443]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2087.48it/s, iter=905, step_size=0.893, tol=0.00443]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2086.97it/s, iter=906, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2085.48it/s, iter=906, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2084.98it/s, iter=907, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2083.51it/s, iter=907, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2082.98it/s, iter=908, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2081.50it/s, iter=908, step_size=0.893, tol=0.00442]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2081.01it/s, iter=909, step_size=0.893, tol=0.00441]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2079.24it/s, iter=909, step_size=0.893, tol=0.00441]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2078.73it/s, iter=910, step_size=0.893, tol=0.00441]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2077.12it/s, iter=910, step_size=0.893, tol=0.00441]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2076.51it/s, iter=911, step_size=0.893, tol=0.0044]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2074.98it/s, iter=911, step_size=0.893, tol=0.0044]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2074.47it/s, iter=912, step_size=0.893, tol=0.0044]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2072.96it/s, iter=912, step_size=0.893, tol=0.0044]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2072.45it/s, iter=913, step_size=0.893, tol=0.00439]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2070.96it/s, iter=913, step_size=0.893, tol=0.00439]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2070.46it/s, iter=914, step_size=0.893, tol=0.00439]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2068.82it/s, iter=914, step_size=0.893, tol=0.00439]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2067.95it/s, iter=915, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2066.44it/s, iter=915, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2065.93it/s, iter=916, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2064.38it/s, iter=916, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:01, 2063.88it/s, iter=917, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2062.20it/s, iter=917, step_size=0.893, tol=0.00438]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2061.70it/s, iter=918, step_size=0.893, tol=0.00437]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2060.11it/s, iter=918, step_size=0.893, tol=0.00437]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2059.52it/s, iter=919, step_size=0.893, tol=0.00437]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2058.01it/s, iter=919, step_size=0.893, tol=0.00437]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2057.50it/s, iter=920, step_size=0.893, tol=0.00436]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2056.01it/s, iter=920, step_size=0.893, tol=0.00436]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2055.52it/s, iter=921, step_size=0.893, tol=0.00436]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2053.99it/s, iter=921, step_size=0.893, tol=0.00436]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2053.49it/s, iter=922, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2052.00it/s, iter=922, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2051.51it/s, iter=923, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2050.02it/s, iter=923, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2049.26it/s, iter=924, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2047.53it/s, iter=924, step_size=0.893, tol=0.00435]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2047.04it/s, iter=925, step_size=0.893, tol=0.00434]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2045.57it/s, iter=925, step_size=0.893, tol=0.00434]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2045.08it/s, iter=926, step_size=0.893, tol=0.00434]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2043.58it/s, iter=926, step_size=0.893, tol=0.00434]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2043.08it/s, iter=927, step_size=0.893, tol=0.00433]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2041.51it/s, iter=927, step_size=0.893, tol=0.00433]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2040.92it/s, iter=928, step_size=0.893, tol=0.00433]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2039.18it/s, iter=928, step_size=0.893, tol=0.00433]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2038.27it/s, iter=929, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2036.16it/s, iter=929, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2035.67it/s, iter=930, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2034.22it/s, iter=930, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2033.55it/s, iter=931, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2031.54it/s, iter=931, step_size=0.893, tol=0.00432]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2031.03it/s, iter=932, step_size=0.893, tol=0.00431]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2026.57it/s, iter=932, step_size=0.893, tol=0.00431]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2025.00it/s, iter=933, step_size=0.893, tol=0.00431]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2019.86it/s, iter=933, step_size=0.893, tol=0.00431]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2019.00it/s, iter=934, step_size=0.893, tol=0.0043]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2017.37it/s, iter=934, step_size=0.893, tol=0.0043]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2016.85it/s, iter=935, step_size=0.893, tol=0.0043]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2015.32it/s, iter=935, step_size=0.893, tol=0.0043]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2014.81it/s, iter=936, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2013.30it/s, iter=936, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2012.79it/s, iter=937, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2010.95it/s, iter=937, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2010.44it/s, iter=938, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2008.95it/s, iter=938, step_size=0.893, tol=0.00429]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2008.41it/s, iter=939, step_size=0.893, tol=0.00428]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2007.04it/s, iter=939, step_size=0.893, tol=0.00428]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2006.58it/s, iter=940, step_size=0.893, tol=0.00428]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2005.21it/s, iter=940, step_size=0.893, tol=0.00428]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2004.75it/s, iter=941, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2003.39it/s, iter=941, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2002.93it/s, iter=942, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2001.56it/s, iter=942, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 2001.10it/s, iter=943, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1999.70it/s, iter=943, step_size=0.893, tol=0.00427]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1999.24it/s, iter=944, step_size=0.893, tol=0.00426]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1997.89it/s, iter=944, step_size=0.893, tol=0.00426]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1997.43it/s, iter=945, step_size=0.893, tol=0.00426]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1996.05it/s, iter=945, step_size=0.893, tol=0.00426]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1995.59it/s, iter=946, step_size=0.893, tol=0.00425]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1994.23it/s, iter=946, step_size=0.893, tol=0.00425]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1993.77it/s, iter=947, step_size=0.893, tol=0.00425]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1992.03it/s, iter=947, step_size=0.893, tol=0.00425]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1991.57it/s, iter=948, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1990.18it/s, iter=948, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1989.73it/s, iter=949, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1988.37it/s, iter=949, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1987.92it/s, iter=950, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1986.57it/s, iter=950, step_size=0.893, tol=0.00424]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1986.12it/s, iter=951, step_size=0.893, tol=0.00423]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1984.68it/s, iter=951, step_size=0.893, tol=0.00423]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1984.22it/s, iter=952, step_size=0.893, tol=0.00423]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1982.84it/s, iter=952, step_size=0.893, tol=0.00423]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1982.38it/s, iter=953, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1980.97it/s, iter=953, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1980.51it/s, iter=954, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1979.13it/s, iter=954, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1978.66it/s, iter=955, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1977.28it/s, iter=955, step_size=0.893, tol=0.00422]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1976.82it/s, iter=956, step_size=0.893, tol=0.00421]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1975.27it/s, iter=956, step_size=0.893, tol=0.00421]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1974.64it/s, iter=957, step_size=0.893, tol=0.00421]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1973.24it/s, iter=957, step_size=0.893, tol=0.00421]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1972.79it/s, iter=958, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1971.38it/s, iter=958, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1970.92it/s, iter=959, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1969.55it/s, iter=959, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1969.09it/s, iter=960, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1967.54it/s, iter=960, step_size=0.893, tol=0.0042]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1967.08it/s, iter=961, step_size=0.893, tol=0.00419]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1965.71it/s, iter=961, step_size=0.893, tol=0.00419]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1965.26it/s, iter=962, step_size=0.893, tol=0.00419]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1963.89it/s, iter=962, step_size=0.893, tol=0.00419]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1963.26it/s, iter=963, step_size=0.893, tol=0.00418]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1960.95it/s, iter=963, step_size=0.893, tol=0.00418]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1960.47it/s, iter=964, step_size=0.893, tol=0.00418]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1959.06it/s, iter=964, step_size=0.893, tol=0.00418]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1958.59it/s, iter=965, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1956.82it/s, iter=965, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1956.35it/s, iter=966, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1954.92it/s, iter=966, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1954.46it/s, iter=967, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1953.05it/s, iter=967, step_size=0.893, tol=0.00417]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1952.58it/s, iter=968, step_size=0.893, tol=0.00416]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1951.15it/s, iter=968, step_size=0.893, tol=0.00416]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1950.68it/s, iter=969, step_size=0.893, tol=0.00416]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1949.28it/s, iter=969, step_size=0.893, tol=0.00416]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1948.82it/s, iter=970, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1947.42it/s, iter=970, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1946.95it/s, iter=971, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1945.55it/s, iter=971, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1945.08it/s, iter=972, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1943.67it/s, iter=972, step_size=0.893, tol=0.00415]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1943.20it/s, iter=973, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1941.81it/s, iter=973, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1941.32it/s, iter=974, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1939.71it/s, iter=974, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1939.29it/s, iter=975, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1938.01it/s, iter=975, step_size=0.893, tol=0.00414]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1937.59it/s, iter=976, step_size=0.893, tol=0.00413]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1936.32it/s, iter=976, step_size=0.893, tol=0.00413]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1935.89it/s, iter=977, step_size=0.893, tol=0.00413]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1934.61it/s, iter=977, step_size=0.893, tol=0.00413]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1934.18it/s, iter=978, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1932.91it/s, iter=978, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1932.49it/s, iter=979, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1931.21it/s, iter=979, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1930.79it/s, iter=980, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1929.52it/s, iter=980, step_size=0.893, tol=0.00412]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1929.10it/s, iter=981, step_size=0.893, tol=0.00411]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1927.84it/s, iter=981, step_size=0.893, tol=0.00411]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1927.42it/s, iter=982, step_size=0.893, tol=0.00411]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1926.16it/s, iter=982, step_size=0.893, tol=0.00411]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1925.73it/s, iter=983, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1924.47it/s, iter=983, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1924.05it/s, iter=984, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1922.42it/s, iter=984, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1921.99it/s, iter=985, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1920.74it/s, iter=985, step_size=0.893, tol=0.0041]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1920.27it/s, iter=986, step_size=0.893, tol=0.00409]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1919.03it/s, iter=986, step_size=0.893, tol=0.00409]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1918.56it/s, iter=987, step_size=0.893, tol=0.00409]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1917.17it/s, iter=987, step_size=0.893, tol=0.00409]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1916.73it/s, iter=988, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1915.43it/s, iter=988, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1915.00it/s, iter=989, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1913.60it/s, iter=989, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1913.19it/s, iter=990, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1911.96it/s, iter=990, step_size=0.893, tol=0.00408]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1911.55it/s, iter=991, step_size=0.893, tol=0.00407]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1910.32it/s, iter=991, step_size=0.893, tol=0.00407]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1909.90it/s, iter=992, step_size=0.893, tol=0.00407]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1908.68it/s, iter=992, step_size=0.893, tol=0.00407]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1908.27it/s, iter=993, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1907.06it/s, iter=993, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1906.55it/s, iter=994, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1905.09it/s, iter=994, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1904.68it/s, iter=995, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1903.47it/s, iter=995, step_size=0.893, tol=0.00406]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1903.06it/s, iter=996, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1901.85it/s, iter=996, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1901.45it/s, iter=997, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1900.13it/s, iter=997, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1899.71it/s, iter=998, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1898.50it/s, iter=998, step_size=0.893, tol=0.00405]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1898.10it/s, iter=999, step_size=0.893, tol=0.00404]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1896.90it/s, iter=999, step_size=0.893, tol=0.00404]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1896.29it/s, iter=1e+03, step_size=0.893, tol=0.00404]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1894.55it/s, iter=1e+03, step_size=0.893, tol=0.00404]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1893.87it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1892.07it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1891.60it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1890.18it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1889.20it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1887.20it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1886.69it/s, iter=1e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1885.05it/s, iter=1e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1884.35it/s, iter=1.00e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1882.94it/s, iter=1.00e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1882.29it/s, iter=1.01e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1881.11it/s, iter=1.01e+03, step_size=0.893, tol=0.00402]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1880.71it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1879.52it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1879.12it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1877.94it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1877.54it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1876.36it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1875.96it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1874.75it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1874.35it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1872.85it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1872.45it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1871.28it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1870.76it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1869.59it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1869.20it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1868.04it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1867.64it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1866.45it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1866.05it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1864.88it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1864.49it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1863.34it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1862.95it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1861.77it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1861.38it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1860.23it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1859.84it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1858.68it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1858.20it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1856.71it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1856.31it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1855.16it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1854.76it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1853.59it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1853.20it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1852.06it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1851.67it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1850.46it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1850.08it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1848.93it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1848.54it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1847.40it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1847.01it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1845.84it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1845.45it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1844.32it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1843.93it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1842.79it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1842.26it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1840.80it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1840.42it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1839.29it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1838.91it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1837.77it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1837.39it/s, iter=1.03e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1836.21it/s, iter=1.03e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1835.83it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1834.70it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1834.31it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1833.17it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1832.42it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1830.99it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1830.32it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1828.37it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1827.69it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1825.11it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1824.54it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1823.28it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1822.87it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1821.69it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1821.29it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1819.97it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1819.57it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1818.40it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1817.99it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1816.83it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1816.43it/s, iter=1.04e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1815.02it/s, iter=1.04e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1814.63it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1813.46it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1813.07it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1811.90it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1811.19it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1810.03it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1809.64it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1808.47it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1808.08it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1806.78it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1806.39it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1805.23it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1804.84it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1803.33it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1802.87it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1800.93it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1800.06it/s, iter=1.05e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1798.39it/s, iter=1.05e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1797.87it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1796.03it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1795.58it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1794.27it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1793.82it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1792.51it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1792.07it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1790.76it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1790.32it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1788.89it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1788.38it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1787.08it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1786.64it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1785.35it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1784.91it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1783.59it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1783.13it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1781.50it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1781.10it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1779.90it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1779.50it/s, iter=1.06e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1778.32it/s, iter=1.06e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1777.93it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1776.76it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1776.37it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1775.21it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1774.81it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1773.65it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1772.96it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1771.14it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1770.70it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1768.68it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1768.01it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1766.32it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1765.93it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1764.30it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1763.55it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1762.18it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1761.74it/s, iter=1.07e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1760.69it/s, iter=1.07e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1760.33it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1759.25it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1758.90it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1757.84it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1757.49it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1756.42it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1756.06it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1755.01it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1754.65it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1753.29it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1752.93it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1751.87it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1751.52it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1750.26it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1749.69it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1748.45it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1748.09it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1746.98it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 18%|#7 | 875/5000 [00:00<00:02, 1746.62it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2165.48it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2164.15it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2163.70it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2162.37it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2161.92it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2160.59it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2160.14it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2158.82it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2158.36it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2156.57it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2156.12it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2154.35it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2153.89it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2152.57it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2152.12it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2150.81it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2150.36it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2149.06it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2148.61it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2147.30it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2146.86it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2144.80it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2144.33it/s, iter=1.1e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2142.96it/s, iter=1.1e+03, step_size=0.893, tol=0.00371]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2142.50it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2141.15it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2140.69it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2138.96it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2138.49it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2137.13it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2136.67it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2135.29it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2134.83it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2133.48it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2133.03it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2131.67it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2131.22it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2129.58it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2128.79it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2126.49it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2126.04it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2124.41it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2123.96it/s, iter=1.10e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2122.26it/s, iter=1.10e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2121.80it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2120.47it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2120.01it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2118.68it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2118.24it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2116.66it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2115.98it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2114.47it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2114.00it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2112.68it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2112.23it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2110.91it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2110.46it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2109.14it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2108.69it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2107.37it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2106.60it/s, iter=1.11e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2105.28it/s, iter=1.11e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2104.84it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2103.54it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2103.13it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2101.93it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2101.51it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2100.32it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2099.90it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2098.30it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2097.80it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2096.47it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2096.05it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2094.85it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2094.45it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2093.22it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2092.81it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2091.62it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2091.21it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2089.64it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2089.24it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2088.04it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2087.63it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2086.44it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2086.04it/s, iter=1.13e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2084.86it/s, iter=1.13e+03, step_size=0.893, tol=0.00361]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2084.46it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2083.24it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2082.84it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2081.68it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2081.22it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2080.01it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2079.62it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2078.46it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2078.07it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2076.89it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2076.44it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2075.20it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2074.52it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2073.19it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2072.73it/s, iter=1.13e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2071.58it/s, iter=1.13e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2071.18it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2069.99it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2069.59it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2068.41it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2067.90it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2066.73it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2066.34it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2065.08it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2064.69it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2063.27it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2062.88it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2061.60it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2061.21it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2060.07it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2059.69it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2058.05it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2057.64it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2056.49it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2056.11it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2054.97it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2054.52it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2053.33it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2052.83it/s, iter=1.15e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2051.68it/s, iter=1.15e+03, step_size=0.893, tol=0.00355]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2051.23it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2049.77it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2049.38it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2048.13it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2047.73it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2046.60it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2046.21it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2045.09it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2044.70it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2043.46it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2042.95it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2041.83it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2041.44it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2040.30it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2039.92it/s, iter=1.15e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2038.78it/s, iter=1.15e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2038.40it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2037.27it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2036.90it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2035.78it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2035.32it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2034.20it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2033.82it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2032.71it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2032.32it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2031.21it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2030.83it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2029.71it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2029.34it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2027.97it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2027.54it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2026.43it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2026.06it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2024.96it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2024.58it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2023.48it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2023.11it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2022.01it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2021.64it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2020.54it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2020.17it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2018.97it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2018.60it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2017.50it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2016.99it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2015.61it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2015.24it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2014.14it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2013.77it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2012.46it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2012.09it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2011.00it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2010.63it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2009.52it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2009.15it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2008.07it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2007.70it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2006.62it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2006.26it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2005.15it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2004.60it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2003.46it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2003.09it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2001.99it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2001.63it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2000.55it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 2000.18it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1999.10it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1998.74it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1997.34it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1996.98it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1995.90it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1995.54it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1994.46it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1994.10it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1993.03it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1992.67it/s, iter=1.18e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1991.60it/s, iter=1.18e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1991.24it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1990.16it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1989.80it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1988.73it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1988.31it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1987.19it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1986.82it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1985.75it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1985.39it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1984.31it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1983.95it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1982.63it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1982.18it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1981.12it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1980.76it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1979.69it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1979.34it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1978.28it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1977.92it/s, iter=1.2e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1976.76it/s, iter=1.2e+03, step_size=0.893, tol=0.00341]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1976.30it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1975.25it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1974.90it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1973.85it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1973.48it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1972.43it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1972.07it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1971.02it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1970.67it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1969.62it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1968.98it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1967.93it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1967.58it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1966.54it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1966.19it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1965.15it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1964.80it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1963.76it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1963.41it/s, iter=1.20e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1962.37it/s, iter=1.20e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1962.02it/s, iter=1.21e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1960.99it/s, iter=1.21e+03, step_size=0.893, tol=0.00338]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1960.64it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1959.62it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1959.27it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1958.24it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:01, 1957.89it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1956.86it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1956.51it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1955.46it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1954.86it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1953.75it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1953.40it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1952.38it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1952.03it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1951.01it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1950.66it/s, iter=1.21e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1949.63it/s, iter=1.21e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1949.28it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1948.26it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1947.91it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1946.89it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1946.55it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1945.52it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1945.18it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1944.15it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1943.52it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1942.02it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1941.68it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1940.41it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1940.07it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1939.05it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1938.71it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1937.70it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1937.36it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1936.33it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1935.99it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1934.88it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1934.54it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1933.51it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1933.17it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1932.15it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1931.82it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1930.82it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1930.47it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1929.40it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1929.01it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1928.02it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1927.68it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1926.57it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1926.23it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1925.14it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1924.81it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1923.81it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1923.47it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1922.47it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1922.13it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1921.14it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1920.80it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1919.82it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1919.49it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1918.50it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1918.17it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1917.19it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1916.85it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1915.86it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1915.53it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1914.51it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1914.17it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1913.07it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1912.74it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1911.74it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1911.41it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1910.43it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1910.10it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1909.12it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1908.79it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1907.82it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1907.48it/s, iter=1.24e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1906.51it/s, iter=1.24e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1906.18it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1905.19it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1904.86it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1903.88it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1903.56it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1902.39it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1901.82it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1899.99it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1899.66it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1898.70it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1898.37it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1896.60it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1896.00it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1894.79it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1894.38it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1892.76it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1892.34it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1889.96it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1889.43it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1887.65it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1886.95it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1885.64it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1885.30it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1884.28it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1883.90it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1882.95it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1882.62it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1881.67it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1881.34it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1880.38it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1880.06it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1878.98it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1878.66it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1877.71it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1877.39it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1876.43it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1876.11it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1875.14it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1874.82it/s, iter=1.26e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1873.44it/s, iter=1.26e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1872.94it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1871.70it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1871.35it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1870.21it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1869.87it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1868.76it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1868.21it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1866.45it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1866.00it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1864.50it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1864.14it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1859.60it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1858.86it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1856.64it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1856.28it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1855.24it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1854.89it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1853.84it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1853.47it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1852.42it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1852.08it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1851.13it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1850.81it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1849.86it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1849.54it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1848.42it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1847.95it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1846.59it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1846.27it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1845.33it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1845.01it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1844.05it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1843.73it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1842.80it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1842.49it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1841.56it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1841.24it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1840.31it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1839.99it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1839.06it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1838.75it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1837.82it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1837.51it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1836.54it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1836.23it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1834.99it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1834.69it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1833.78it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1833.47it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1832.45it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1832.14it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1831.24it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1830.94it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1830.03it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1829.72it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1828.81it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1828.49it/s, iter=1.29e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1827.57it/s, iter=1.29e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1827.26it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1826.35it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1826.05it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1825.15it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1824.85it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1823.95it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1823.36it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1822.42it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1822.03it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1820.66it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1820.04it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1818.60it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1818.19it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1817.30it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1817.00it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1816.06it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1815.72it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1814.73it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1814.43it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1813.53it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1813.23it/s, iter=1.30e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1812.28it/s, iter=1.30e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1811.98it/s, iter=1.31e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1810.76it/s, iter=1.31e+03, step_size=0.893, tol=0.00313]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1810.46it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1809.57it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1809.28it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1808.40it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1808.10it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1807.22it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1806.92it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1806.05it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1805.75it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1804.84it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 22%|##1 | 1085/5000 [00:00<00:02, 1804.54it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2183.49it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2182.45it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2182.09it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2181.04it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2180.68it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2179.61it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2179.25it/s, iter=1.32e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2178.17it/s, iter=1.32e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2177.81it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2176.37it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2176.02it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2174.97it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2174.60it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2173.55it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2173.20it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2172.14it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2171.78it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2170.74it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2170.38it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2169.34it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2168.88it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2167.84it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2167.49it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2166.45it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2166.10it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2165.05it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2164.70it/s, iter=1.32e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2163.66it/s, iter=1.32e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2163.08it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2161.85it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2161.49it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2160.27it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2159.82it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2158.19it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2157.63it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2156.49it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2156.12it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2155.04it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2154.67it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2153.34it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2152.90it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2151.68it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2151.32it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2149.81it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2149.39it/s, iter=1.33e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2147.88it/s, iter=1.33e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2147.45it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2146.17it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2145.77it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2144.58it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2144.14it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2142.38it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2142.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2140.88it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2140.50it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2139.38it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2139.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2137.88it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2137.50it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2136.38it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2136.01it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2134.60it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2134.22it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2133.12it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2132.67it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2131.65it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2131.30it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2130.28it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2129.93it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2128.91it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2128.57it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2127.53it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2127.18it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2126.15it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2125.80it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2124.77it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2124.43it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2123.41it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2123.07it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2122.04it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2121.70it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2120.36it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2120.02it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2119.00it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2118.66it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2117.64it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2117.30it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2116.29it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2115.94it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2114.90it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2114.55it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2113.54it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2113.20it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2112.11it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2111.78it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2110.79it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2110.45it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2109.46it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2109.12it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2108.04it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2107.49it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2106.40it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2106.06it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2104.96it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2104.49it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2103.39it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2103.07it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2102.09it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2101.76it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2100.78it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2100.45it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2099.47it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2099.14it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2098.17it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2097.83it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2096.86it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2096.53it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2095.55it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2095.22it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2094.13it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2093.80it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2092.81it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2092.48it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2091.52it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2091.19it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2090.23it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2089.90it/s, iter=1.38e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2088.94it/s, iter=1.38e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2088.62it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2087.59it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2087.21it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2086.14it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2085.81it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2084.85it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2084.52it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2083.55it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2083.13it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2082.17it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2081.84it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2080.68it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2080.35it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2079.39it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2079.07it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2078.11it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2077.79it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2076.84it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2076.50it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2075.55it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2075.22it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2074.27it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2073.94it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2072.99it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2072.67it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2071.72it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2071.40it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2070.45it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2070.13it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2069.18it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2068.86it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2067.90it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2067.58it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2066.64it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2066.31it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2065.37it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2065.05it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2064.09it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2063.77it/s, iter=1.4e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2062.82it/s, iter=1.4e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2062.51it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2061.56it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2061.25it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2060.30it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2059.98it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2059.03it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2058.71it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2057.77it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2057.45it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2056.52it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2056.20it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2055.27it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2054.94it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2054.00it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2053.67it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2052.74it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2052.42it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2051.49it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2051.17it/s, iter=1.40e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2050.24it/s, iter=1.40e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2049.92it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2048.99it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2048.67it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2047.74it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2047.42it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2046.50it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2046.18it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2045.15it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2044.83it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2043.91it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2043.60it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2042.65it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2042.34it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2041.39it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2041.08it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2040.14it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2039.83it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2038.91it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2038.60it/s, iter=1.42e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2037.69it/s, iter=1.42e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2037.38it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2036.47it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2036.16it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2035.25it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2034.94it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2034.02it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2033.66it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2032.70it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2032.39it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2031.44it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2031.13it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2030.20it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2029.88it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2028.86it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2028.54it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2027.62it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2027.29it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2026.38it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2026.07it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2025.17it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2024.86it/s, iter=1.43e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2023.95it/s, iter=1.43e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2023.64it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2022.74it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2022.43it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2021.52it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2021.21it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2020.31it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2020.01it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2019.10it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2018.79it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2017.81it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2017.51it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2016.48it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2016.17it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2015.27it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2014.97it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2014.07it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2013.76it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2012.86it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2012.55it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2011.63it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2011.33it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2010.43it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2010.12it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2009.12it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2008.82it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2007.93it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2007.63it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2006.74it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2006.43it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2005.54it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2005.24it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2004.23it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2003.92it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2003.00it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2002.70it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2001.80it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2001.50it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2000.60it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 2000.30it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1999.40it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1999.09it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1998.20it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1997.90it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1997.01it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1996.70it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1995.80it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1995.50it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1994.60it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1994.31it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1993.41it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1993.11it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1992.21it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1991.91it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1991.03it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1990.73it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1989.82it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1989.52it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1988.64it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1988.34it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1987.46it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1987.16it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1986.28it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1985.99it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1985.11it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1984.82it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1983.93it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1983.64it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1982.76it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1982.41it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1981.46it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1981.15it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1980.12it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1979.78it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1978.90it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1978.61it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1977.74it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1977.44it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1976.49it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1976.19it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1975.31it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1975.01it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1974.05it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1973.76it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1972.89it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1972.59it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1971.73it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1971.43it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1970.56it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1970.26it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1969.40it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1969.11it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1968.17it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1967.87it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1967.01it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1966.72it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1965.86it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1965.57it/s, iter=1.48e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1964.71it/s, iter=1.48e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1964.43it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1963.57it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1963.28it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1962.43it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1962.14it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1961.29it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1961.00it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1960.11it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1959.82it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1958.97it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1958.68it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1957.82it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1957.53it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1956.66it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1956.37it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1955.44it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1955.15it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1954.30it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1954.01it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1953.17it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1952.83it/s, iter=1.49e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1951.95it/s, iter=1.49e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1951.66it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1950.81it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1950.53it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1949.68it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1949.39it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1948.53it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1948.25it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1947.41it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1947.12it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1946.28it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1945.98it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1945.11it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1944.82it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1943.98it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1943.69it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1942.85it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1942.56it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1941.72it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1941.43it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1940.57it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1940.20it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1939.36it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1939.08it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1938.24it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1937.96it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1937.12it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1936.84it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1936.00it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1935.72it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1934.87it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1934.59it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1933.68it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1933.36it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1932.53it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1932.25it/s, iter=1.5e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1931.41it/s, iter=1.5e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1931.13it/s, iter=1.50e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1930.30it/s, iter=1.50e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1930.02it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1929.19it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1928.91it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1928.09it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1927.81it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1926.99it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1926.71it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1925.85it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1925.55it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1924.69it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1924.41it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1923.58it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1923.30it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1922.42it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1922.10it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1921.28it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1920.99it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1920.16it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1919.88it/s, iter=1.52e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1919.05it/s, iter=1.52e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1918.78it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1917.96it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1917.68it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1916.86it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1916.58it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1915.76it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1915.49it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1914.67it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1914.39it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1913.58it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1913.30it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1912.48it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1912.20it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1911.33it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1911.01it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1910.20it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1909.92it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1909.11it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1908.84it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1908.02it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1907.70it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1906.77it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1906.49it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1905.68it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1905.40it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1904.60it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1904.32it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1903.52it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1903.24it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1902.44it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1902.17it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1901.35it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1901.07it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1900.13it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1899.83it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1899.03it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1898.76it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1897.97it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1897.69it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1896.84it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1896.55it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1895.71it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1895.45it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1894.64it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1894.38it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1893.57it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1893.30it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1892.49it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1892.22it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1891.43it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1891.16it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1890.35it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1890.08it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1889.11it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1888.84it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1888.04it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1887.77it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1886.86it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1886.59it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1885.80it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1885.53it/s, iter=1.55e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1884.73it/s, iter=1.55e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1884.47it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1883.68it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1883.41it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1882.61it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1882.35it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1881.56it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1881.29it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1880.51it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1880.25it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1879.45it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1879.19it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1878.24it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1877.98it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1877.19it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1876.93it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1876.11it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1875.80it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1875.02it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1874.75it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1873.97it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1873.69it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1872.81it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1872.55it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1871.77it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1313/5000 [00:00<00:01, 1871.51it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2223.36it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2222.45it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2222.13it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2221.21it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2220.90it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2219.98it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2219.67it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2218.64it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2218.33it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2217.40it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2217.09it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2216.18it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2215.87it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2214.95it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2214.64it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2213.72it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2213.41it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2212.50it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2212.19it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2211.28it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2210.95it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2210.03it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2209.72it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2208.81it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2208.51it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2207.59it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2207.28it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2206.25it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2205.94it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2205.03it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2204.73it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2203.82it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2203.52it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2202.61it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2202.30it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2201.40it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2201.09it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2200.19it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2199.88it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2198.98it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2198.67it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2197.77it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2197.47it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2196.57it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2196.26it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2195.33it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2195.02it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2194.01it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2193.71it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2192.80it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2192.40it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2191.50it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2191.19it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2190.29it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2189.92it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2188.98it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2188.68it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2187.78it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2187.48it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2186.58it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2186.28it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2185.38it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2185.08it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2184.18it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2183.88it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2182.99it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2182.68it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2181.68it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2181.37it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2180.44it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2180.04it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2179.15it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2178.85it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2177.96it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2177.66it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2176.77it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2176.47it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2175.58it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2175.29it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2174.34it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2174.01it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2173.03it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2172.70it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2171.73it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2171.40it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2170.48it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2170.18it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2169.28it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2168.97it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2168.09it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2167.79it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2166.91it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2166.62it/s, iter=1.60e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2165.73it/s, iter=1.60e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2165.43it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2164.55it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2164.26it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2163.38it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2163.09it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2162.13it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2161.83it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2160.96it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2160.65it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2159.77it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2159.47it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2158.61it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2158.31it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2157.35it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2157.02it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2156.16it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2155.86it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2155.01it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2154.71it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2153.85it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2153.55it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2152.67it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2152.38it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2151.42it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2151.12it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2150.26it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2149.97it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2149.11it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2148.82it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2147.96it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2147.67it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2146.82it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2146.53it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2145.63it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2145.33it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2144.48it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2144.19it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2143.33it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2143.04it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2142.18it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2141.89it/s, iter=1.63e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2141.03it/s, iter=1.63e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2140.75it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2139.80it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2139.52it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2138.66it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2138.38it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2137.49it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2137.20it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2136.32it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2136.03it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2135.18it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2134.89it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2133.93it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2133.64it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2132.78it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2132.49it/s, iter=1.63e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2131.64it/s, iter=1.63e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2131.34it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2130.48it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2130.16it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2129.30it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2129.01it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2128.17it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2127.88it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2127.03it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2126.74it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2125.90it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2125.61it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2124.77it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2124.48it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2123.63it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2123.30it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2122.40it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2122.12it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2121.28it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2121.00it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2120.16it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2119.87it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2119.03it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2118.75it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2117.91it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2117.63it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2116.77it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2116.49it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2115.65it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2115.36it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2114.53it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2114.25it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2113.42it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2113.13it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2112.30it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2112.02it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2111.17it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2110.89it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2110.06it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2109.78it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2108.94it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2108.66it/s, iter=1.66e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2107.83it/s, iter=1.66e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2107.55it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2106.72it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2106.44it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2105.61it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2105.32it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2104.50it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2104.22it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2103.39it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2103.06it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2102.21it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2101.93it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2101.10it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2100.82it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2100.00it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2099.70it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2098.87it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2098.60it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2097.78it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2097.50it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2096.68it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2096.40it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2095.57it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2095.29it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2094.47it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2094.19it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2093.37it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2093.09it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2092.23it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2091.90it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2091.08it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2090.80it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2089.90it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2089.62it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2088.80it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2088.52it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2087.68it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2087.41it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2086.58it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2086.31it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2085.50it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2085.22it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2084.40it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2084.13it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2083.31it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2083.04it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2082.23it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2081.94it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2081.11it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2080.84it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2080.03it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2079.76it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2078.96it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2078.68it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2077.87it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2077.60it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2076.77it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2076.50it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2075.70it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2075.42it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2074.62it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2074.35it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2073.55it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2073.28it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2072.48it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2072.21it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2071.41it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2071.15it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2070.34it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2070.07it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2069.28it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2069.01it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2068.19it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2067.92it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2067.12it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2066.85it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2065.96it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2065.69it/s, iter=1.69e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2064.89it/s, iter=1.69e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2064.62it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2063.83it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2063.56it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2062.76it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2062.49it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2061.69it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2061.41it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2060.62it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2060.35it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2059.56it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2059.29it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2058.50it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2058.19it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2057.36it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2057.09it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2056.30it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2056.03it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2055.20it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2054.93it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2054.14it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2053.87it/s, iter=1.70e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2053.09it/s, iter=1.70e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2052.82it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2052.03it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2051.76it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2050.97it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2050.70it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2049.90it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2049.65it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2048.90it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2048.65it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2047.91it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2047.66it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2046.92it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2046.67it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2045.81it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2045.56it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2044.81it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2044.54it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2043.78it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2043.53it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2042.79it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2042.55it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2041.81it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2041.56it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2040.82it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2040.57it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2039.83it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2039.58it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2038.85it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2038.60it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2037.86it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2037.62it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2036.89it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2036.64it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2035.91it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2035.66it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2034.94it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2034.69it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2033.94it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2033.69it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2032.96it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2032.70it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2031.95it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2031.70it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2030.98it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2030.73it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2030.00it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2029.75it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2028.93it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2028.68it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2027.95it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2027.70it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2026.88it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2026.63it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2025.90it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2025.65it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2024.92it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2024.61it/s, iter=1.73e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2023.85it/s, iter=1.73e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2023.60it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2022.68it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2022.43it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2021.70it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2021.36it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2020.63it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2020.39it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2019.67it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2019.42it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2018.65it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2018.36it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2017.62it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2017.38it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2016.65it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2016.41it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2015.68it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2015.44it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2014.72it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2014.47it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2013.75it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2013.51it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2012.69it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2012.43it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2011.70it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2011.42it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2010.31it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2010.06it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2009.32it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2009.06it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2008.32it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2008.07it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2007.33it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2007.08it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2006.34it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2006.10it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2005.36it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2005.11it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2004.38it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2004.13it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2003.39it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2003.14it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2002.31it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2002.05it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2001.32it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2001.07it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2000.34it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 2000.09it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1999.34it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1999.09it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1998.32it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1998.08it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1997.37it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1997.09it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1996.33it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1996.09it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1995.38it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1995.14it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1994.43it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1994.19it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1993.48it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1993.24it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1992.53it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1992.29it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1991.58it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1991.34it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1990.64it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1990.40it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1989.70it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1989.46it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1988.76it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1988.52it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1987.81it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1987.56it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1986.86it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1986.62it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1985.92it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1985.68it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1984.99it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1984.75it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1984.04it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1983.80it/s, iter=1.78e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1983.08it/s, iter=1.78e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1982.84it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1982.13it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1981.90it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1981.20it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1980.96it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1980.25it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1979.97it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1979.22it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1978.98it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1978.28it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1978.04it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1977.34it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1977.10it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1976.41it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1976.18it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1975.46it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1975.23it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1974.54it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1974.30it/s, iter=1.78e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1973.61it/s, iter=1.78e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1973.38it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1972.69it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1972.45it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1971.74it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1971.50it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1970.81it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1970.58it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1969.89it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1969.66it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1968.94it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1968.70it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1967.84it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1967.56it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1966.88it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1966.65it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1965.96it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1965.73it/s, iter=1.79e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1965.04it/s, iter=1.79e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1964.81it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1964.13it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1963.90it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1963.20it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1962.96it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1962.17it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1961.93it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1961.24it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1961.01it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1960.22it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1959.99it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1959.31it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1959.08it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1958.40it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1958.17it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1957.48it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1957.25it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1956.57it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1956.34it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1955.66it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1955.42it/s, iter=1.80e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1954.72it/s, iter=1.80e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1954.49it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1953.81it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1953.58it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1952.90it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1952.68it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1951.90it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1951.67it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1950.98it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1950.75it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1950.07it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1949.84it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1949.17it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1948.93it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1948.26it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1948.03it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1947.35it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1947.12it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1946.45it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1946.23it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1945.55it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 31%|###1 | 1560/5000 [00:00<00:01, 1945.32it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2265.61it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2264.85it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2264.58it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2263.78it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2263.51it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2262.62it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2262.36it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2261.57it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2261.30it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2260.51it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2260.25it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2259.47it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2259.20it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2258.30it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2258.04it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2257.23it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2256.97it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2256.19it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2255.93it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2255.15it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2254.88it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2254.02it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2253.76it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2252.97it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2252.70it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2251.93it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2251.56it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2250.77it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2250.51it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2249.74it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2249.48it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2248.71it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2248.45it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2247.68it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2247.42it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2246.65it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2246.39it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2245.61it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2245.35it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2244.58it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2244.32it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2243.53it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2243.27it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2242.50it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2242.24it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2241.47it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2241.21it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2240.32it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2240.06it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2239.29it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2239.03it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2238.25it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2237.99it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2237.22it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2236.92it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2236.09it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2235.83it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2235.08it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2234.82it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2234.06it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2233.81it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2233.05it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2232.79it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2232.03it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2231.77it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2231.01it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2230.76it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2229.99it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2229.73it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2228.87it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2228.62it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2227.86it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2227.60it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2226.79it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2226.48it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2225.72it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2225.46it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2224.69it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2224.43it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2223.67it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2223.41it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2222.65it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2222.40it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2221.64it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2221.39it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2220.63it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2220.37it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2219.62it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2219.37it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2218.60it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2218.35it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2217.59it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2217.34it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2216.59it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2216.34it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2215.59it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2215.34it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2214.58it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2214.33it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2213.58it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2213.33it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2212.58it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2212.33it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2211.59it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2211.34it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2210.59it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2210.34it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2209.60it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2209.35it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2208.61it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2208.30it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2207.45it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2207.20it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2206.46it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2206.20it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2205.46it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2205.21it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2204.47it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2204.22it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2203.48it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2203.23it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2202.49it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2202.22it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2201.48it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2201.23it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2200.50it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2200.25it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2199.51it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2199.26it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2198.52it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2198.27it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2197.53it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2197.13it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2196.12it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2195.87it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2195.05it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2194.80it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2194.07it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2193.81it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2193.08it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2192.83it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2192.09it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2191.78it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2190.90it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2190.65it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2189.92it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2189.61it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2188.83it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2188.58it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2187.85it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2187.60it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2186.87it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2186.61it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2185.88it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2185.64it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2184.92it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2184.67it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2183.94it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2183.69it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2182.97it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2182.72it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2182.00it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2181.75it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2181.03it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2180.78it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2180.02it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2179.77it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2179.05it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2178.81it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2178.09it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2177.83it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2177.09it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2176.85it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2176.11it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2175.87it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2175.14it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2174.90it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2174.17it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2173.92it/s, iter=1.90e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2173.20it/s, iter=1.90e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2172.95it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2172.23it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2171.99it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2171.27it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2171.03it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2170.31it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2170.07it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2169.35it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2169.11it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2168.39it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2168.14it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2167.41it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2167.17it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2166.45it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2166.21it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2165.48it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2165.19it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2164.43it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2164.10it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2163.39it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2163.15it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2162.43it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2162.19it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2161.48it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2161.24it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2160.52it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2160.28it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2159.57it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2159.33it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2158.61it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2158.37it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2157.67it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2157.43it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2156.72it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2156.48it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2155.76it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2155.51it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2154.79it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2154.54it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2153.82it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2153.58it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2152.87it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2152.63it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2151.92it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2151.68it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2150.97it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2150.73it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2150.01it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2149.77it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2149.07it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2148.83it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2147.97it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2147.73it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2147.00it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2146.76it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2146.04it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2145.79it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2144.94it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2144.70it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2143.97it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2143.73it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2143.01it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2142.76it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2142.04it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2141.79it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2141.06it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2140.81it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2140.09it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2139.85it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2139.13it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2138.88it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2138.16it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2137.92it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2137.19it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2136.95it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2136.23it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2135.96it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2135.16it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2134.93it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2134.24it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2134.00it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2133.30it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2133.05it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2132.36it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2132.12it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2131.44it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2131.20it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2130.51it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2130.28it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2129.58it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2129.34it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2128.65it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2128.42it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2127.73it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2127.49it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2126.81it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2126.58it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2125.89it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2125.66it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2124.96it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2124.72it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2124.03it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2123.80it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2123.11it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2122.87it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2122.19it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2121.96it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2121.26it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2121.03it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2120.35it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2120.11it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2119.43it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2119.19it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2118.50it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2118.27it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2117.59it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2117.35it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2116.67it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2116.44it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2115.75it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2115.52it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2114.81it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2114.58it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2113.90it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2113.67it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2112.99it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2112.76it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2112.08it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2111.85it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2111.17it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2110.94it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2110.27it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2110.03it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2109.34it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2109.11it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2108.44it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2108.21it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2107.52it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2107.29it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2106.50it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2106.27it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2105.58it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2105.35it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2104.68it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2104.45it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2103.78it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2103.55it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2102.87it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2102.65it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2101.98it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2101.75it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2101.08it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2100.85it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2100.18it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2099.96it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2099.29it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2099.06it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2098.38it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2098.15it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2097.48it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2097.26it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2096.59it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2096.36it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2095.68it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2095.46it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2094.79it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2094.57it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2093.90it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2093.68it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2093.01it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2092.78it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2092.12it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2091.90it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2091.23it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2091.01it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2090.35it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2090.12it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2089.46it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2089.23it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2088.57it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2088.35it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2087.69it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2087.46it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2086.80it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2086.58it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2085.90it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2085.67it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2085.01it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2084.79it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2084.13it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2083.90it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2083.16it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2082.94it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2082.28it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2082.05it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2081.39it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2081.13it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2080.43it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2080.21it/s, iter=2.00e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2079.55it/s, iter=2.00e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2079.33it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2078.54it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2078.16it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2077.42it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2077.20it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2076.45it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2076.23it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2075.57it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2075.35it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2074.69it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2074.47it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2073.82it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2073.60it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2072.95it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2072.73it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2072.07it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2071.86it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2071.21it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2070.99it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2070.34it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2070.12it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2069.47it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2069.25it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2068.60it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2068.38it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2067.73it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2067.50it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2066.74it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2066.52it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2065.86it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2065.64it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2064.99it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2064.77it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2064.12it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2063.90it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2063.25it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2063.03it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2062.38it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2062.16it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2061.52it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2061.30it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2060.62it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2060.34it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2059.69it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2059.47it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2058.83it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2058.61it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2057.96it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2057.58it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2056.94it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2056.72it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2056.07it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2055.85it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2055.21it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2054.99it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2054.36it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2054.14it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2053.50it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2053.28it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2052.63it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2052.41it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2051.77it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2051.47it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2050.84it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2050.62it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2049.99it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2049.77it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2049.13it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2048.91it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2048.18it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2047.96it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2047.23it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2047.01it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2046.37it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2046.16it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2045.52it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2045.31it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2044.67it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2044.46it/s, iter=2.04e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2043.82it/s, iter=2.04e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2043.60it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2042.97it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2042.75it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2042.11it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2041.89it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2041.26it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2041.04it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2040.40it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2040.19it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2039.56it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2039.21it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2038.58it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2038.36it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2037.73it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2037.52it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2036.89it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2036.68it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2036.04it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2035.83it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2035.11it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2034.86it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2034.23it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2034.01it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2033.38it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2033.17it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2032.55it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2032.33it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2031.71it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2031.49it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2030.86it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2030.65it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2029.79it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2029.58it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2028.95it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2028.66it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2027.96it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2027.74it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2027.09it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2026.87it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2026.21it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2025.99it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2025.34it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2025.09it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2024.41it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2024.18it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2023.52it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2023.31it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2022.65it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2022.43it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2021.79it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2021.57it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2020.84it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2020.62it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2019.98it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2019.76it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2019.12it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2018.90it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2018.26it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2018.04it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2017.37it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2017.16it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2016.54it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2016.34it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2015.72it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2015.51it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2014.90it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2014.69it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2014.08it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 36%|###6 | 1817/5000 [00:00<00:01, 2013.87it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2306.29it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2305.57it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2305.34it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2304.53it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2304.29it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2303.57it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2303.33it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2302.62it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2302.38it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2301.66it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2301.42it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2300.71it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2300.47it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2299.67it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2299.43it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2298.63it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2298.39it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2297.69it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2297.46it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2296.75it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2296.51it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2295.81it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2295.57it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2294.78it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2294.47it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2293.68it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2293.44it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2292.74it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2292.51it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2291.81it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2291.57it/s, iter=2.1e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2290.87it/s, iter=2.1e+03, step_size=0.893, tol=0.00206]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2290.64it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2289.94it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2289.65it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2288.91it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2288.67it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2287.97it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2287.72it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2287.03it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2286.79it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2286.01it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2285.77it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2285.08it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2284.84it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2284.04it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2283.80it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2283.10it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2282.87it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2282.18it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2281.94it/s, iter=2.10e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2281.26it/s, iter=2.10e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2280.96it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2280.22it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2279.99it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2279.30it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2279.06it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2278.31it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2278.07it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2277.38it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2277.15it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2276.46it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2276.22it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2275.53it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2275.30it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2274.61it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2274.28it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2273.51it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2273.27it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2272.57it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2272.34it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2271.65it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2271.42it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2270.73it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2270.50it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2269.81it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2269.58it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2268.89it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2268.66it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2267.98it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2267.75it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2267.07it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2266.83it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2266.15it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2265.92it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2265.25it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2265.02it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2264.32it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2264.09it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2263.41it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2263.18it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2262.50it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2262.27it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2261.58it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2261.34it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2260.57it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2260.34it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2259.66it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2259.42it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2258.74it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2258.51it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2257.82it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2257.59it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2256.92it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2256.69it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2256.01it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2255.78it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2255.08it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2254.85it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2254.16it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2253.93it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2253.26it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2253.03it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2252.35it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2252.12it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2251.45it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2251.22it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2250.55it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2250.32it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2249.63it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2249.41it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2248.73it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2248.50it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2247.84it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2247.61it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2246.94it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2246.71it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2246.03it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2245.80it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2245.13it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2244.81it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2244.13it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2243.90it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2243.13it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2242.90it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2242.23it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2242.00it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2241.33it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2241.10it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2240.43it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2240.16it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2239.44it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2239.21it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2238.55it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2238.31it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2237.64it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2237.42it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2236.75it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2236.52it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2235.87it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2235.64it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2234.89it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2234.66it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2234.00it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2233.78it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2233.11it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2232.89it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2232.14it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2231.92it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2231.25it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2231.02it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2230.36it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2230.14it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2229.48it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2229.26it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2228.60it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2228.38it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2227.72it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2227.50it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2226.83it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2226.61it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2225.95it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2225.72it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2225.05it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2224.83it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2224.17it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2223.95it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2223.29it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2223.07it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2222.42it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2222.20it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2221.52it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2221.30it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2220.64it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2220.42it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2219.77it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2219.55it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2218.89it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2218.67it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2218.02it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2217.79it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2217.14it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2216.92it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2216.25it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2216.02it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2215.37it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2215.14it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2214.48it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2214.25it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2213.60it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2213.38it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2212.73it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2212.51it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2211.86it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2211.64it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2210.99it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2210.77it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2210.12it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2209.90it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2209.24it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2209.02it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2208.38it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2208.16it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2207.50it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2207.28it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2206.62it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2206.40it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2205.75it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2205.53it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2204.80it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2204.58it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2203.91it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2203.69it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2203.05it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2202.83it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2202.18it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2201.96it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2201.32it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2201.10it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2200.36it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2200.15it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2199.51it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2199.29it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2198.65it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2198.43it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2197.78it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2197.56it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2196.91it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2196.70it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2196.04it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2195.82it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2195.18it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2194.96it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2194.32it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2194.09it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2193.45it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2193.23it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2192.59it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2192.37it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2191.73it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2191.52it/s, iter=2.20e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2190.88it/s, iter=2.20e+03, step_size=0.893, tol=0.00198]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2190.67it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2190.02it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2189.81it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2189.17it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2188.96it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2188.31it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2188.09it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2187.46it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2187.24it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2186.59it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2186.38it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2185.74it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2185.53it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2184.89it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2184.67it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2184.04it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2183.82it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2183.18it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2182.96it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2182.34it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2182.12it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2181.49it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2181.28it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2180.65it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2180.43it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2179.80it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2179.58it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2178.94it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2178.72it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2178.01it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2177.80it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2177.17it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2176.96it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2176.32it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2176.10it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2175.48it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2175.27it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2174.64it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2174.42it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2173.79it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2173.58it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2172.95it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2172.73it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2172.11it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2171.90it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2171.27it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2171.05it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2170.42it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2170.21it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2169.57it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2169.36it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2168.73it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2168.52it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2167.80it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2167.59it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2166.95it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2166.69it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2166.02it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2165.80it/s, iter=2.24e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2165.18it/s, iter=2.24e+03, step_size=0.893, tol=0.00196]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2164.96it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2164.34it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2164.12it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2163.49it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2163.28it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2162.65it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2162.39it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2161.73it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2161.52it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2160.79it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2160.58it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2159.96it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2159.74it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2159.13it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2158.92it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2158.30it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2158.09it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2157.47it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2157.26it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2156.16it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2155.75it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2154.03it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2153.42it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2152.60it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2152.33it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2150.87it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2150.55it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2149.61it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2149.18it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2147.80it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2147.53it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2146.75it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2146.49it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2145.71it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2145.44it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2144.66it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2144.39it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2143.61it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2143.37it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2142.50it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2142.26it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2141.55it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2141.31it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2140.55it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2140.27it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2139.40it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2139.16it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2138.42it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2138.18it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2137.46it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2137.23it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2136.52it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2136.28it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2135.56it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2135.32it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2134.61it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2134.22it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2133.51it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2133.27it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2132.57it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2132.35it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2131.70it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2131.48it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2130.83it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2130.61it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2129.95it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2129.73it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2129.08it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2128.86it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2128.22it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2128.00it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2127.36it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2127.14it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2126.49it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2126.27it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2125.44it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2125.22it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2124.58it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2124.35it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2123.70it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2123.48it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2122.84it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2122.62it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2121.96it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2121.76it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2121.16it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2120.96it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2120.35it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2120.07it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2119.48it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2119.27it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2118.67it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2118.47it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2117.87it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2117.59it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2116.74it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2116.34it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2115.66it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2115.34it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2114.75it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2114.55it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2113.96it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2113.76it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2113.15it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2112.95it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2112.36it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2112.15it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2111.56it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2111.36it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2110.77it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2110.57it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2109.97it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2109.77it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2109.18it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2108.98it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2108.18it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2107.98it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2107.39it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2107.19it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2106.59it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2106.39it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2105.80it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2105.60it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2105.01it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2104.81it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2104.23it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2104.03it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2103.45it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2103.25it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2102.67it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2102.46it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2101.86it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2101.58it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2100.99it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2100.79it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2100.20it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2099.87it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2099.23it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2099.04it/s, iter=2.30e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2098.45it/s, iter=2.30e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2098.25it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2097.66it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2097.46it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2096.88it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2096.68it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2096.09it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2095.89it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2095.19it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2094.99it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2094.41it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2094.21it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2093.63it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2093.44it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2092.85it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2092.65it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2092.08it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2091.88it/s, iter=2.31e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2091.08it/s, iter=2.31e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2090.88it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2090.29it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2090.04it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2089.18it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2088.96it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2088.29it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2088.07it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2087.32it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2087.10it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2086.10it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2085.77it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2084.80it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2084.55it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2083.85it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2083.63it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2082.77it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2082.55it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2081.89it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:00<00:01, 2081.67it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2080.99it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2080.77it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2079.77it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2079.50it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2078.90it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2078.70it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2078.05it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2077.83it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2077.17it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2076.92it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2076.29it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 42%|####1 | 2081/5000 [00:01<00:01, 2076.09it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2325.34it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2324.67it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2324.45it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2323.61it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2323.38it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2322.71it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2322.49it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2321.82it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2321.59it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2320.93it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2320.71it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2320.03it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2319.81it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2319.15it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2318.92it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2318.27it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2318.04it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2317.36it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2317.15it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2316.51it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2316.29it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2315.64it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2315.42it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2314.64it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2314.43it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2313.79it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2313.58it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2312.94it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2312.73it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2312.09it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2311.87it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2311.16it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2310.94it/s, iter=2.35e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2310.31it/s, iter=2.35e+03, step_size=0.893, tol=0.00189]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2310.09it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2309.46it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2309.25it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2308.62it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2308.41it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2307.78it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2307.57it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2306.93it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2306.71it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2306.08it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2305.86it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2305.08it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2304.87it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2304.15it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2303.94it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2303.31it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2303.09it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2302.19it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2301.59it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2300.74it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2300.53it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2299.66it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2299.21it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2298.49it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2298.24it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2297.00it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2296.67it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2295.88it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2295.64it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2294.91it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2294.68it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2294.00it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2293.66it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2292.67it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2292.45it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2291.80it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2291.58it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2290.94it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2290.72it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2290.08it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2289.86it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2289.22it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2289.00it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2288.36it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2288.14it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2287.32it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2287.10it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2286.46it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2286.24it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2285.59it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2285.38it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2284.73it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2284.52it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2283.84it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2283.63it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2282.97it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2282.73it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2282.07it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2281.78it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2281.15it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2280.94it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2280.32it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2280.11it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2279.48it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2279.27it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2278.49it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2278.28it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2277.67it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2277.46it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2276.85it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2276.64it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2276.03it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2275.82it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2275.18it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2274.97it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2274.35it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2274.07it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2273.45it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2273.24it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2272.63it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2272.43it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2271.82it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2271.61it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2271.00it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2270.79it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2270.18it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2269.98it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2269.17it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2268.97it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2268.36it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2268.15it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2267.54it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2267.34it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2266.73it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2266.52it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2265.91it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2265.71it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2264.92it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2264.58it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2263.85it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2263.65it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2263.04it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2262.83it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2262.23it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2262.03it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2261.43it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2261.22it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2260.54it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2260.33it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2259.73it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2259.52it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2258.92it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2258.71it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2258.11it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2257.91it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2257.31it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2257.09it/s, iter=2.40e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2256.49it/s, iter=2.40e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2256.29it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2255.69it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2255.48it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2254.88it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2254.68it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2254.08it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2253.88it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2253.28it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2253.08it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2252.47it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2252.18it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2251.58it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2251.37it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2250.77it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2250.57it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2249.96it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2249.75it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2249.15it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2248.95it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2248.27it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2248.07it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2247.46it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2247.25it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2246.65it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2246.44it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2245.84it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2245.64it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2245.04it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2244.83it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2244.23it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2244.03it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2243.42it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2243.21it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2242.60it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2242.39it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2241.79it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2241.59it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2240.99it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2240.79it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2240.20it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2239.99it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2239.39it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2239.19it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2238.60it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2238.39it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2237.80it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2237.60it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2237.01it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2236.81it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2236.21it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2236.01it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2235.41it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2235.21it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2234.60it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2234.40it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2233.80it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2233.60it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2233.00it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2232.80it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2232.19it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2231.99it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2231.40it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2231.20it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2230.61it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2230.41it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2229.82it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2229.62it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2228.88it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2228.62it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2227.93it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2227.68it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2227.07it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2226.86it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2226.18it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2225.97it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2225.36it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2225.16it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2224.55it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2224.35it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2223.68it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2223.47it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2222.86it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2222.66it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2222.05it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2221.84it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2221.23it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2221.02it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2220.41it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2220.20it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2219.60it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2219.39it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2218.79it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2218.56it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2217.97it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2217.77it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2217.19it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2217.00it/s, iter=2.45e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2216.41it/s, iter=2.45e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2216.22it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2215.64it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2215.44it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2214.86it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2214.66it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2214.08it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2213.88it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2213.30it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2213.10it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2212.26it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2211.98it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2210.68it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2210.30it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2209.25it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2208.85it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2207.90it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2207.55it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2206.77it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2206.54it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2205.84it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2205.58it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2204.89it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2204.64it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2203.24it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2202.64it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2201.06it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2200.65it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2199.28it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2198.48it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2196.98it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2196.55it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2195.24it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2194.85it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2192.71it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2191.86it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2189.65it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2188.96it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2187.20it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2186.79it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2184.96it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2184.27it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2182.67it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2182.20it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2180.13it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2179.45it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2177.56it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2176.97it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2175.73it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2175.34it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2174.19it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2173.81it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2172.54it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2171.91it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2170.23it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2169.81it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2168.50it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2168.00it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2166.51it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2166.17it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2164.37it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2163.78it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2161.82it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2161.25it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2160.04it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2159.63it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2157.92it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2157.14it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2155.81it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2155.50it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2154.54it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2154.18it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2153.30it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2152.93it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2151.96it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2151.67it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2150.80it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2150.52it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2149.65it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2149.35it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2148.49it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2148.20it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2147.34it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2147.03it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2146.24it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2145.96it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2145.14it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2144.86it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2143.95it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2143.49it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2142.52it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2142.25it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2141.48it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2141.23it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2140.40it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2140.15it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2139.40it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2139.15it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2138.39it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2138.14it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2137.30it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2137.08it/s, iter=2.50e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2136.25it/s, iter=2.50e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2136.03it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2135.36it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2135.14it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2134.48it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2134.19it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2133.01it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2132.65it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2131.85it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2131.60it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2130.94it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2130.65it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2130.00it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2129.78it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2129.04it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2128.65it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2127.99it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2127.77it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2126.77it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2126.32it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2125.12it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2124.91it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2124.29it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2124.04it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2123.12it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2122.78it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2121.62it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2121.35it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2120.37it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2119.95it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2119.31it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2119.11it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2118.51it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2118.31it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2117.70it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2117.51it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2116.88it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2116.68it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2116.12it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2115.93it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2115.37it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2115.18it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2114.62it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2114.43it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2113.87it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2113.68it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2112.92it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2112.72it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2112.16it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2111.97it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2111.41it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2111.22it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2110.65it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2110.46it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2109.91it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2109.72it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2109.16it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2108.97it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2108.41it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2108.22it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2107.66it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2107.47it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2106.86it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2106.67it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2106.12it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2105.93it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2105.18it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2104.99it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2104.43it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2104.17it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2103.53it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2103.25it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2102.47it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2102.27it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2101.42it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2101.19it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2100.49it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2100.29it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2099.71it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2099.52it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2098.94it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2098.74it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2097.98it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2097.79it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2097.13it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2096.94it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2096.28it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2096.08it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2095.28it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2094.82it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2093.88it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2093.65it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2092.83it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2092.39it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2091.56it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2091.17it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2090.07it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2089.65it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2088.74it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2088.47it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2087.76it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2087.53it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2086.85it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2086.63it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2085.97it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2085.74it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2085.08it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2084.85it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2084.19it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2083.96it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2083.29it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2082.95it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2082.29it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2082.06it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2081.40it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2081.18it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2080.52it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2080.30it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2079.65it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2079.44it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2078.84it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2078.64it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2078.02it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2077.82it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2077.21it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2077.01it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2076.40it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2076.20it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2075.47it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 47%|####6 | 2331/5000 [00:01<00:01, 2075.27it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2288.78it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2288.13it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2287.91it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2287.25it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2287.03it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2286.37it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2286.15it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2285.43it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2285.21it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2283.94it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2283.54it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2282.81it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2282.56it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2281.84it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2281.60it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2280.75it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2280.51it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2279.78it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2279.54it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2278.81it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2278.57it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2277.86it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2277.61it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2276.35it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2275.82it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2274.39it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2273.97it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2272.10it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2271.50it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2270.30it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2270.07it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2269.40it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2269.17it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2268.30it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2268.05it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2267.39it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2267.17it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2266.51it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2266.29it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2265.64it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2265.42it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2264.59it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2264.35it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2263.69it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2263.49it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2262.89it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2262.69it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2262.10it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2261.89it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2261.29it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2261.09it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2260.49it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2260.29it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2259.70it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2259.50it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2258.91it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2258.71it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2258.11it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2257.87it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2256.95it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2256.70it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2255.96it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2255.72it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2255.13it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2254.93it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2254.34it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2254.13it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2253.50it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2253.30it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2252.60it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2252.40it/s, iter=2.60e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2251.79it/s, iter=2.60e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2251.58it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2250.96it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2250.76it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2250.15it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2249.95it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2249.17it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2248.96it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2248.36it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2248.15it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2247.54it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2247.34it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2246.73it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2246.53it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2245.93it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2245.71it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2245.10it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2244.90it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2244.29it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2243.98it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2242.21it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2241.77it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2240.85it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2240.58it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2239.78it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2239.58it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2239.01it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2238.81it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2238.21it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2237.98it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2237.42it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2237.22it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2236.65it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2236.45it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2235.81it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2235.62it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2235.04it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2234.85it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2234.28it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2234.09it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2233.28it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2233.08it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2232.44it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2232.19it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2231.48it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2231.11it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2230.35it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2230.12it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2229.53it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2229.33it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2228.72it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2228.52it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2227.93it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2227.61it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2226.82it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2226.63it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2225.91it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2225.69it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2225.12it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2224.93it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2224.37it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2224.18it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2223.62it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2223.43it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2222.86it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2222.66it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2222.03it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2221.84it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2221.28it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2221.09it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2220.52it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2220.33it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2219.78it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2219.59it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2219.02it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2218.83it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2218.12it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2217.93it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2217.38it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2217.19it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2216.59it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2216.39it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2215.80it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2215.60it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2215.01it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2214.82it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2214.26it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2214.07it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2213.51it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2213.32it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2212.74it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2212.55it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2211.96it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2211.66it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2209.94it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2209.59it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2208.36it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2207.80it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2206.40it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2205.77it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2204.43it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2204.04it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2202.37it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2201.82it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2200.61it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2200.30it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2199.37it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2199.12it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2198.36it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2198.12it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2197.42it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2197.18it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2196.47it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2196.21it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2195.32it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2194.91it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2192.90it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2192.32it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2190.45it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2189.72it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2187.74it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2187.14it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2185.27it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2184.57it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2182.69it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2182.10it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2180.16it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2179.55it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2177.82it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2177.28it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2175.44it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2174.87it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2172.95it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2172.29it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2170.36it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2169.78it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2168.04it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2167.30it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2165.52it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2165.00it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2163.19it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2162.66it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2160.66it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2160.04it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2158.70it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2158.33it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2156.87it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2156.56it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2155.49it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2155.01it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2154.05it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2153.42it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2151.90it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2151.63it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2150.75it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2150.51it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2149.64it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2149.42it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2148.79it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2148.58it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2147.96it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2147.76it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2147.08it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2146.87it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2146.17it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2145.95it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2145.33it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2145.12it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2144.50it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2144.12it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2143.46it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2143.25it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2142.64it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2142.43it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2141.81it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2141.61it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2141.00it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2140.81it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2140.25it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2140.05it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2139.49it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2139.30it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2138.73it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2138.54it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2137.98it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2137.79it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2137.07it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2136.88it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2136.31it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2136.12it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2135.55it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2135.37it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2134.80it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2134.61it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2134.05it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2133.86it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2133.30it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2133.09it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2132.52it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2132.32it/s, iter=2.70e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2131.80it/s, iter=2.70e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2131.62it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2131.09it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2130.92it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2130.40it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2130.22it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2129.43it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2129.24it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2128.72it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2128.55it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2128.03it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2127.86it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2127.34it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2127.17it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2126.66it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2126.48it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2125.97it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2125.80it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2125.28it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2125.11it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2124.59it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2124.42it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2123.91it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2123.74it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2123.11it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2122.85it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2122.31it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2122.13it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2121.61it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2121.43it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2120.92it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2120.71it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2119.92it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2119.74it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2119.23it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2119.05it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2118.54it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2118.37it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2117.86it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2117.59it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2116.96it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2116.71it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2115.51it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2115.28it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2114.73it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2114.55it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2113.65it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2113.41it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2112.87it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2112.70it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2112.20it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2112.03it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2111.52it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2111.34it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2110.80it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2110.51it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2109.73it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2109.44it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2108.28it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2107.98it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2106.94it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2106.69it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2105.80it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2105.57it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2104.99it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2104.66it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2103.99it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2103.80it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2103.24it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2103.05it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2102.49it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2102.21it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2101.35it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2101.14it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2100.19it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2099.62it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2099.02it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2098.83it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2098.27it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2098.08it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2097.22it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2096.91it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2095.66it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2095.17it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2094.26it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2094.05it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2093.40it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2093.21it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2092.58it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2092.39it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2091.83it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2091.49it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2090.88it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2090.70it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2090.17it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2089.99it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2089.47it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2089.28it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2088.76it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2088.44it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2087.94it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2087.77it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2087.27it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2087.11it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2086.61it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2086.44it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2085.95it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2085.78it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2085.28it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2085.11it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2084.61it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2084.45it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2083.95it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2083.79it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2083.26it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2083.08it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2082.56it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2082.36it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2081.73it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2081.34it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2080.71it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2080.54it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2080.04it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2079.87it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2079.38it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2079.21it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2078.72it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2078.55it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2078.06it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2077.90it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2077.41it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2077.24it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2076.74it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2076.58it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2076.08it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2075.92it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2075.43it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2075.27it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2074.64it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2074.48it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2073.99it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2073.82it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2073.31it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2073.06it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2072.43it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2072.27it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2071.63it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2071.45it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2070.19it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2069.95it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2069.46it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2069.29it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2068.80it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2068.64it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2067.96it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2067.80it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2067.30it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2067.13it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2066.64it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2066.47it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2065.98it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2065.82it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2065.34it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2065.17it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2064.68it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2064.51it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2063.95it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2063.78it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2062.76it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2062.49it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2061.43it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2060.88it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2059.57it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2059.19it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2057.73it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2057.43it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2056.68it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2056.46it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2055.80it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2055.62it/s, iter=2.8e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2054.94it/s, iter=2.8e+03, step_size=0.893, tol=0.00167]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2054.78it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2054.29it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 51%|#####1 | 2571/5000 [00:01<00:01, 2054.13it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2235.37it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2234.85it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2234.68it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2234.04it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2233.72it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2232.91it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2232.50it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2230.93it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2230.53it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2229.76it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2229.37it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2228.74it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2228.55it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2227.99it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2227.81it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2227.29it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2227.11it/s, iter=2.80e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2226.58it/s, iter=2.80e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2226.41it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2225.88it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2225.71it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2225.14it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2224.95it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2224.39it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2224.21it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2223.70it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2223.52it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2222.96it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2222.77it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2222.05it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2221.87it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2221.36it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2221.18it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2220.65it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2220.48it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2219.96it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2219.78it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2219.14it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2218.88it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2218.10it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2217.93it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2217.35it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2217.17it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2216.63it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2216.41it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2215.52it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2215.11it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2214.38it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2214.15it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2213.60it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2213.41it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2212.87it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2212.69it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2212.08it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2211.86it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2210.78it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2210.33it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2209.50it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2209.23it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2208.28it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2208.07it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2206.47it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2206.11it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2205.00it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2204.50it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2203.80it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2203.57it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2202.88it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2202.67it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:00, 2202.01it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2201.82it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2201.10it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2200.91it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2200.26it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2200.02it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2199.44it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2199.25it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2198.69it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2198.50it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2197.93it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2197.74it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2197.13it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2196.94it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2196.37it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2196.18it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2195.63it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2195.44it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2194.87it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2194.68it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2193.97it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2193.78it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2193.22it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2193.04it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2192.53it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2192.36it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2191.84it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2191.66it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2191.15it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2190.98it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2190.47it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2190.30it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2189.78it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2189.61it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2189.10it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2188.93it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2188.42it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2188.24it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2187.63it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2187.28it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2186.51it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2186.34it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2185.57it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2185.40it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2184.79it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2184.61it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2183.87it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2183.31it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2181.49it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2181.08it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2180.33it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2180.12it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2179.62it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2179.45it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2178.95it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2178.78it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2178.27it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2178.10it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2177.55it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2177.38it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2176.89it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2176.72it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2176.22it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2176.05it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2175.54it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2175.37it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2174.87it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2174.70it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2174.21it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2173.88it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2173.38it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2173.22it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2172.72it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2172.55it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2172.06it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2171.89it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2171.40it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2171.24it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2170.74it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2170.58it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2170.08it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2169.91it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2169.30it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2169.14it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2168.60it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2168.43it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2167.94it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2167.77it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2167.11it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2166.92it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2166.32it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2166.08it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2165.43it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2165.25it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2164.70it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2164.49it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2163.94it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2163.76it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2163.25it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2163.03it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2162.36it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2162.19it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2161.67it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2161.51it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2161.02it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2160.85it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2160.20it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2160.04it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2159.52it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2159.21it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2158.45it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2158.24it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2157.14it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2156.80it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2155.45it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2155.14it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2153.70it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2153.33it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2151.81it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2151.39it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2150.61it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2150.43it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2149.94it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2149.77it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2148.92it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2148.76it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2148.27it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2148.11it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2147.61it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2147.34it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2146.48it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2146.27it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2145.60it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2145.38it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2144.77it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2144.56it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2144.07it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2143.91it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2143.42it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2143.26it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2142.78it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2142.62it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2142.14it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2141.98it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2141.50it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2141.34it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2140.75it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2140.56it/s, iter=2.90e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2140.08it/s, iter=2.90e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2139.92it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2139.45it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2139.28it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2138.80it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2138.64it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2138.17it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2138.01it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2137.53it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2137.37it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2136.89it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2136.72it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2136.25it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2136.09it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2135.61it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2135.45it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2134.85it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2134.69it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2134.06it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2133.90it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2133.42it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2133.26it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2132.78it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2132.62it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2132.12it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2131.83it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2130.90it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2130.44it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2128.99it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2128.64it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2127.40it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2126.62it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2124.90it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2124.28it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2123.15it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2122.82it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2122.00it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2121.77it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2120.98it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2120.75it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2120.08it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2119.85it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2119.10it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2118.87it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2118.24it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2118.03it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2117.44it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2117.24it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2116.66it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2116.46it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2115.86it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2115.61it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2114.97it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2114.71it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2113.82it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2113.63it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2112.98it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2112.78it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2112.19it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2111.99it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2111.39it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2111.19it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2110.60it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2110.39it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2109.85it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2109.67it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2109.15it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2108.97it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2108.29it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2108.08it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2107.37it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2107.13it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2106.35it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2106.12it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2105.41it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2105.23it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2104.32it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2104.13it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2103.39it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2103.14it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2102.22it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2101.97it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2101.35it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2101.09it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2100.12it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2099.86it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2099.09it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2098.79it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2098.15it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2097.87it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2097.23it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2097.00it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2096.43it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2096.23it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2095.45it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2095.25it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2094.57it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2094.30it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2093.73it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2093.54it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2092.98it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2092.79it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2092.22it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2092.03it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2091.23it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2090.91it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2090.33it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2090.14it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2089.46it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2089.27it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2088.71it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2088.52it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2087.96it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2087.77it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2087.21it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2087.02it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2086.27it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2086.02it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2085.45it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2085.26it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2084.70it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2084.51it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2083.93it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2083.75it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2083.07it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2082.88it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2082.32it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2082.14it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2081.58it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2081.20it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2080.22it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2080.03it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2079.47it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2079.22it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2078.28it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2078.02it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2077.08it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2076.80it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2076.06it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2075.87it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2075.31it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2075.13it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2074.40it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2074.18it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2073.16it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2072.79it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2071.75it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2071.49it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2070.77it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2070.61it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2070.14it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2069.99it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2069.39it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2069.21it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2068.36it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2068.16it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2067.58it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2067.39it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2066.81it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2066.62it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2065.68it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2065.47it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2064.76it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2064.55it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2063.95it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2063.73it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2063.20it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2063.02it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2062.47it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2062.24it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2061.51it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2061.33it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2060.79it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2060.61it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2060.04it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2059.78it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2058.91it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2058.52it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2057.74it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2057.44it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2056.51it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2056.24it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2055.49it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2055.21it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2054.19it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2053.93it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2052.92it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2052.47it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2051.61it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2051.28it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2050.51it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2050.19it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2048.74it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2048.45it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2047.14it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2046.79it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2045.92it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2045.60it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2044.66it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2044.38it/s, iter=3.00e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2043.71it/s, iter=3.00e+03, step_size=0.893, tol=0.00159]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2043.46it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2042.84it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2042.63it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2042.00it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2041.80it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2041.14it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 56%|#####5 | 2798/5000 [00:01<00:01, 2040.84it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2195.24it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2194.02it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2193.64it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2192.61it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2192.36it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2191.63it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2191.40it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2190.71it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2190.48it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2189.77it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2189.54it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2188.65it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2188.12it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2186.85it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2186.48it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2185.68it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2185.47it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2184.85it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2184.65it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2184.03it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2183.82it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2183.21it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2183.00it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2181.95it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2181.71it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2180.44it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2179.98it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2178.94it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2178.70it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2177.60it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2177.13it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2176.31it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2176.07it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2175.37it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2175.14it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2174.46it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2174.23it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2173.54it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2173.31it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2172.61it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2172.38it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2171.76it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2171.56it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2170.97it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2170.76it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2170.06it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2169.85it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2169.26it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2169.06it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2168.45it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2168.25it/s, iter=3.03e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2167.66it/s, iter=3.03e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2167.46it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2166.87it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2166.67it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2166.08it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2165.89it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2165.30it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2165.10it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2164.50it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2164.32it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2163.66it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2163.48it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2162.96it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2162.78it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2162.12it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2161.94it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2161.42it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2161.25it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2160.72it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2160.55it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2160.02it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2159.85it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2159.33it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2159.14it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2158.44it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2158.21it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2157.57it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2157.40it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2156.84it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2156.57it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2155.58it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2154.97it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2153.10it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2152.78it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2151.91it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2151.71it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2150.43it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2150.20it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2149.64it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2149.45it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2148.88it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2148.73it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2148.27it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2148.12it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2147.44it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2147.16it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2146.48it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2146.29it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2145.71it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2145.44it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2144.83it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2144.62it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2144.16it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2144.01it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2143.55it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2143.40it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2142.95it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2142.79it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2142.34it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2142.19it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2141.74it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2141.49it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2140.91it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2140.74it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2140.24it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2140.08it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2139.55it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2139.25it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2138.72it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2138.54it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2137.99it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2137.82it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2137.27it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2136.90it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2136.34it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2136.17it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2135.67it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2135.51it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2135.00it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2134.83it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2134.22it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2134.05it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2133.55it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2133.36it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2132.65it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2132.49it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2132.03it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2131.88it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2131.41it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2131.22it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2130.19it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2129.91it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2129.20it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2128.98it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2128.38it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2128.23it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2127.76it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2127.61it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2127.01it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2126.85it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2126.39it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2126.22it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2125.76it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2125.58it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2124.87it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2124.50it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2123.77it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2123.56it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2122.85it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2122.67it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2122.12it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2121.93it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2121.38it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2121.08it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2120.52it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2120.33it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2119.73it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2119.55it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2119.00it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2118.72it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2117.92it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2117.56it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2116.93it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2116.75it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2116.02it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2115.84it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2115.18it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2115.00it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2114.46it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2114.28it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2113.72it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2113.43it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2112.85it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2112.67it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2112.14it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2111.96it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2111.42it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2111.21it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2110.55it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2110.33it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2109.82it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2109.66it/s, iter=3.10e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2108.95it/s, iter=3.10e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2108.69it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2108.06it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2107.88it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2107.33it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2107.13it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2106.64it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2106.45it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2105.73it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2105.55it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2104.65it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2104.40it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2103.59it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2103.11it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2101.68it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2101.35it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2100.23it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2099.91it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2099.08it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2098.89it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2098.36it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2098.18it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2097.60it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2097.37it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2096.80it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2096.60it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2096.06it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2095.85it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2095.26it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2095.09it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2094.19it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2093.87it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2093.21it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2092.99it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2092.32it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2092.05it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2090.78it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2090.57it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2089.88it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2089.70it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2089.18it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2089.00it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2088.47it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2088.28it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2086.67it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2086.40it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2085.12it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2084.54it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2083.17it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2082.82it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2081.63it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2081.27it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2080.09it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2079.63it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2078.45it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2077.99it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2077.12it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2076.74it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2075.75it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2075.32it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2074.18it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2073.92it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2072.97it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2072.58it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2071.64it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2071.36it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2070.29it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2069.94it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2068.89it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2068.49it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2067.61it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2067.26it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2065.94it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2065.49it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2064.41it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2064.06it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2062.84it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2062.50it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2061.32it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2060.98it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2059.65it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2059.17it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2058.26it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2057.94it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2056.42it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2056.05it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2054.77it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2054.45it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2053.29it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2053.01it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2052.25it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2052.00it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2051.27it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2051.06it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2050.44it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2050.23it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2049.62it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2049.41it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2048.79it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2048.53it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2047.91it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2047.70it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2047.09it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2046.89it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2046.11it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2045.63it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2044.36it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2044.04it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2042.95it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2042.52it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2041.58it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2041.33it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2040.61it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2040.32it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2038.70it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2038.22it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2037.17it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2036.85it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2035.43it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2035.13it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2034.02it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2033.72it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2032.89it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2032.43it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2031.54it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2031.28it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2030.54it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2030.29it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2029.55it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2029.27it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2028.56it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2028.36it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2027.66it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2027.46it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2026.84it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2026.61it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2026.00it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2025.71it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2025.07it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2024.83it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2023.89it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2023.70it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2023.11it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2022.91it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2021.83it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2021.41it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2020.71it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2020.50it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2019.71it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2019.50it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2018.71it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2018.29it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2017.67it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2017.44it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2016.61it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2016.39it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2015.25it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2014.96it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2014.29it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2014.09it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2013.44it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2013.19it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2012.66it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2012.44it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2011.56it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2011.26it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2010.58it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2010.31it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2009.22it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2008.91it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2008.30it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2008.08it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2007.46it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2007.26it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2006.50it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2006.27it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2005.67it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2005.44it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2004.79it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2004.60it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2004.08it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2003.91it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2003.39it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2003.22it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2002.63it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2002.46it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2001.89it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2001.62it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2001.09it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2000.92it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2000.40it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 2000.23it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1999.67it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1999.50it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1998.95it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1998.77it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1998.24it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1998.00it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1997.47it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1997.21it/s, iter=3.20e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1996.76it/s, iter=3.20e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1996.60it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1996.11it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1995.94it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1995.48it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1995.33it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1994.83it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1994.67it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1994.16it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1994.01it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1993.55it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 60%|###### | 3010/5000 [00:01<00:00, 1993.39it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2127.05it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2126.51it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2126.35it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2125.77it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2125.56it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2125.06it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2124.89it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2124.32it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2124.15it/s, iter=3.22e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2123.44it/s, iter=3.22e+03, step_size=0.893, tol=0.00152]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2123.09it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2122.27it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2122.02it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2121.25it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2121.05it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2120.44it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2120.21it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2119.50it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2119.23it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2118.68it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2118.47it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2117.79it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2117.54it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2116.99it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2116.84it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2116.40it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2116.25it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2115.81it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2115.67it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2115.22it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2115.07it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2114.56it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2114.35it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2113.88it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2113.71it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2113.27it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2113.12it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2112.68it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2112.53it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2112.04it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2111.88it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2111.45it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2111.31it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2110.88it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2110.74it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2110.03it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2109.86it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2109.43it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2109.15it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2108.22it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2108.06it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2107.55it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2107.36it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2106.71it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2106.48it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2105.99it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2105.82it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2105.35it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2105.21it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2104.77it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2104.63it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2104.21it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2104.06it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2103.64it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2103.37it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2102.94it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2102.79it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2102.36it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2102.22it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2101.79it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2101.65it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2101.22it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2101.08it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2100.56it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2100.11it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2099.28it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2098.97it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2098.19it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2097.89it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2097.29it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2097.13it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2096.71it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2096.58it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2096.17it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2096.04it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2095.54it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2095.41it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2094.71it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2094.54it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2094.11it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2093.97it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2093.54it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2093.36it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2092.88it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2092.74it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2092.04it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2091.81it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2091.35it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2091.21it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2090.81it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2090.67it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2090.27it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2090.14it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2089.74it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2089.60it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2089.20it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2089.07it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2088.67it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2088.53it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2088.14it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2088.00it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2087.61it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2087.47it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2086.95it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2086.78it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2086.36it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2086.22it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2085.81it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2085.67it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2085.21it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2085.05it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2084.53it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2084.37it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2083.88it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2083.70it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2083.22it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2083.08it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2082.64it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2082.49it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2082.05it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2081.91it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2081.36it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2081.22it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2080.78it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2080.63it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2080.20it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2080.05it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2079.61it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2079.47it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2079.03it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2078.88it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2078.45it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2078.31it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2077.60it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2077.30it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2076.67it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2076.53it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2076.01it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2075.88it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2075.31it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2075.09it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2074.30it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2073.99it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2073.46it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2073.32it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2072.92it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2072.78it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2072.39it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2072.25it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2071.83it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2071.69it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2071.28it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2071.15it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2070.62it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2070.49it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2070.10it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2069.97it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2069.57it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2069.44it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2069.05it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2068.92it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2068.53it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2068.40it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2067.96it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2067.83it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2067.45it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2067.32it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2066.93it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2066.80it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2066.41it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2066.27it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2065.83it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2065.56it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2064.99it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2064.86it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2064.36it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2064.22it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2063.79it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2063.64it/s, iter=3.30e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2063.20it/s, iter=3.30e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2063.05it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2062.62it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2062.48it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2062.05it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2061.86it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2061.44it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2061.29it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2060.85it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2060.70it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2060.12it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2059.87it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2059.44it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2059.30it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2058.88it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2058.73it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2058.30it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2058.16it/s, iter=3.31e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2057.68it/s, iter=3.31e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2057.55it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2057.16it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2057.02it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2056.63it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2056.50it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2056.11it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2055.86it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2054.96it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2054.83it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2054.32it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2054.18it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2053.79it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2053.66it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2053.26it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2053.13it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2052.74it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2052.61it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2052.22it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2052.09it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2051.65it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2051.48it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2050.88it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2050.69it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2050.29it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2050.16it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2049.70it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2049.56it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2049.15it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2049.01it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2048.61it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2048.48it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2048.07it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2047.93it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2047.53it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2047.40it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2046.99it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2046.86it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2046.36it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2046.22it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2045.82it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2045.68it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2045.28it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2045.14it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2044.69it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2044.47it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2044.06it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2043.93it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2043.52it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2043.38it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2042.98it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2042.84it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2042.44it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2042.31it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2041.91it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2041.77it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2041.36it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2041.22it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2040.82it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2040.68it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2040.28it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2040.15it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2039.75it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2039.62it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2039.16it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2038.99it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2038.56it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2038.43it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2038.03it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2037.90it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2037.50it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2037.37it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2036.97it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2036.84it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2036.44it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2036.31it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2035.91it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2035.78it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2035.28it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2035.00it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2034.34it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2034.01it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2033.18it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2033.01it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2032.61it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2032.48it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2032.08it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2031.95it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2031.55it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2031.42it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2030.94it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2030.75it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2030.27it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2030.10it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2029.69it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2029.56it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2029.19it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2028.96it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2028.58it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2028.45it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2028.08it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2027.95it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2027.57it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2027.45it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2027.07it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2026.95it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2026.57it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2026.44it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2026.07it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2025.94it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2025.57it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2025.44it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2025.07it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2024.95it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2024.58it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2024.45it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2024.08it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2023.86it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2023.49it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2023.36it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2022.99it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2022.86it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2022.49it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2022.37it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2022.00it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2021.87it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2021.47it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2021.33it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2020.92it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2020.78it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2020.37it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2020.23it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2019.84it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2019.71it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2019.33it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2019.21it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2018.75it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2018.63it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2018.26it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2018.13it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2017.76it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2017.63it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2017.26it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2017.14it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2016.77it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2016.64it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2016.27it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2016.15it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2015.77it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2015.65it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2015.26it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2015.11it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2014.74it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2014.62it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2014.24it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2014.12it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2013.65it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2013.51it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2013.11it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2012.97it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2012.40it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2012.16it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2011.67it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2011.48it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2011.11it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2010.98it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2010.61it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2010.49it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2010.12it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2009.99it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2009.62it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2009.50it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2009.13it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2009.01it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2008.54it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2008.42it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2008.05it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2007.92it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2007.55it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2007.43it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2007.06it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2006.94it/s, iter=3.40e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2006.53it/s, iter=3.40e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2006.34it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2005.72it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2005.55it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2005.16it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2005.03it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2004.64it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2004.51it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2004.13it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2004.00it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2003.54it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2003.38it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2002.80it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2002.67it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2002.31it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2002.19it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2001.82it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2001.70it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2001.33it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2001.21it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2000.80it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2000.66it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2000.28it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 2000.15it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1999.79it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1999.67it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1999.30it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1999.18it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1998.75it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1998.57it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1998.21it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1998.09it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1997.72it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1997.60it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1997.24it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1997.09it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1996.61it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1996.49it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1996.13it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1996.01it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1995.64it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1995.52it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1995.16it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1995.04it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1994.67it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 64%|######4 | 3212/5000 [00:01<00:00, 1994.55it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2129.20it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2128.82it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2128.69it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2128.21it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2128.08it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2127.70it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2127.57it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2127.18it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2127.05it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2126.64it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2126.42it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2125.90it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2125.64it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2124.86it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2124.66it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2124.10it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2123.97it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2123.50it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2123.37it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2122.89it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2122.76it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2122.37it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2122.23it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2121.85it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2121.72it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2121.32it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2121.19it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2120.81it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2120.68it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2120.26it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2120.13it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2119.74it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2119.61it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2119.23it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2119.10it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2118.72it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2118.59it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2118.21it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2118.08it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2117.61it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2117.48it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2117.10it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2116.97it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2116.59it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2116.46it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2116.08it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2115.95it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2115.57it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2115.44it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2115.06it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2114.93it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2114.55it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2114.42it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2114.04it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2113.91it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2113.53it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2113.40it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2113.02it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2112.89it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2112.44it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2112.23it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2111.85it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2111.72it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2111.35it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2111.22it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2110.84it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2110.71it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2110.33it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2110.20it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2109.82it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2109.70it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2109.31it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2109.19it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2108.80it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2108.67it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2108.30it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2108.17it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2107.79it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2107.60it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2107.07it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2106.94it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2106.56it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2106.43it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2106.05it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2105.93it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2105.51it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2105.34it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2104.89it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2104.65it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2104.09it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2103.87it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2103.49it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2103.37it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2102.99it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2102.86it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2102.45it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2102.28it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2101.89it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2101.76it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2101.38it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2101.25it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2100.87it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2100.75it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2100.37it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2100.25it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2099.87it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2099.74it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2099.37it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2099.24it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2098.87it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2098.74it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2098.37it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2098.24it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2097.87it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2097.74it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2097.35it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2097.19it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2096.81it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2096.68it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2096.31it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2096.18it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2095.80it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2095.68it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2095.30it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2095.17it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2094.78it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2094.66it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2094.28it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2094.15it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2093.78it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2093.63it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2092.98it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2092.75it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2091.61it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2091.24it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2090.00it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2089.75it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2088.89it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2088.62it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2087.73it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2087.33it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2086.27it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2086.11it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2085.65it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2085.49it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2085.04it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2084.89it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2084.44it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2084.28it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2083.82it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2083.53it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2081.94it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2081.55it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2080.87it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2080.55it/s, iter=3.50e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2079.60it/s, iter=3.50e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2079.19it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2078.48it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2078.26it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2077.68it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2077.46it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2076.58it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2076.42it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2076.00it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2075.86it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2075.44it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2075.30it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2074.87it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2074.73it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2074.31it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2074.17it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2073.76it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2073.62it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2073.20it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2073.07it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2072.65it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2072.52it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2072.10it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2071.86it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2071.44it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2071.30it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2070.88it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2070.76it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2070.37it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2070.25it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2069.86it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2069.73it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2069.35it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2069.22it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2068.85it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2068.72it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2068.34it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2068.21it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2067.82it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2067.70it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2067.32it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2067.19it/s, iter=3.53e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2066.70it/s, iter=3.53e+03, step_size=0.893, tol=0.00143]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2066.57it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2066.19it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2066.06it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2065.68it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2065.55it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2065.17it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2065.05it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2064.66it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2064.54it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2064.17it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2064.05it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2063.69it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2063.56it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2063.20it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2063.06it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2062.36it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2061.91it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2060.83it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2060.66it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2060.21it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2060.06it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2059.62it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2059.48it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2059.04it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2058.89it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2058.43it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2058.29it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2057.70it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2057.57it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2057.15it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2056.91it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2056.52it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2056.39it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2056.00it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2055.88it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2055.50it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2055.37it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2054.99it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2054.86it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2054.48it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2054.35it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2053.97it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2053.84it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2053.46it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2053.32it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2052.94it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2052.81it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2052.42it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2052.30it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2051.82it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2051.69it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2051.33it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2051.21it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2050.81it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2050.69it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2050.33it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2050.21it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2049.85it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2049.73it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2049.33it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2049.21it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2048.86it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2048.73it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2048.38it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2048.26it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2047.90it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2047.78it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2047.43it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2047.30it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2046.80it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2046.68it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2046.32it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2046.20it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2045.85it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2045.73it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2045.37it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2045.25it/s, iter=3.56e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2044.90it/s, iter=3.56e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2044.78it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2044.32it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2044.13it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2043.56it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2043.39it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2042.53it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2042.20it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2041.26it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2041.07it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2040.54it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2040.40it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2039.96it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2039.82it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2039.40it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2039.26it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2038.84it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2038.69it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2038.27it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2038.13it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2037.65it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2037.43it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2037.03it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2036.90it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2036.53it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2036.40it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2036.03it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2035.90it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2035.53it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2035.40it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2034.98it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2034.85it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2034.38it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2034.21it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2033.83it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2033.70it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2033.33it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2033.21it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2032.79it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2032.53it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2032.15it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2032.02it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2031.65it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2031.52it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2031.15it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2031.02it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2030.62it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2030.48it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2030.11it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2029.98it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2029.60it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2029.48it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2029.10it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2028.97it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2028.60it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2028.47it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2028.10it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2027.97it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2027.51it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2027.38it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2027.02it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2026.89it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2026.53it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2026.40it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2026.03it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2025.90it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2025.54it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2025.41it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2025.04it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2024.92it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2024.55it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2024.43it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2024.05it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2023.93it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2023.56it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2023.43it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2022.99it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2022.83it/s, iter=3.6e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2022.42it/s, iter=3.6e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2022.25it/s, iter=3.60e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2021.67it/s, iter=3.60e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2021.54it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2021.15it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2021.02it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2020.64it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2020.51it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2020.02it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2019.89it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2019.50it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2019.37it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2018.98it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2018.85it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2018.47it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2018.34it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2017.86it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2017.73it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2017.34it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2017.21it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2016.83it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2016.70it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2016.31it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2016.19it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2015.83it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2015.71it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2015.36it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2015.24it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2014.89it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2014.77it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2014.42it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2014.30it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2013.95it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2013.83it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2013.36it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2013.25it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2012.89it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2012.77it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2012.42it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2012.30it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2011.90it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2011.78it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2011.43it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2011.31it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2010.96it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2010.84it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2010.49it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2010.35it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2010.01it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2009.89it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2009.55it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2009.43it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2009.09it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2008.97it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2008.51it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2008.40it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2008.05it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2007.94it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2007.59it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2007.48it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2007.14it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2007.02it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2006.67it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2006.56it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2006.22it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2006.10it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2005.76it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2005.64it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2005.25it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2005.14it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2004.78it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 69%|######8 | 3429/5000 [00:01<00:00, 2004.67it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2128.52it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2128.16it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2127.93it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2127.56it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2127.44it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2127.07it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2126.95it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2126.58it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2126.45it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2126.01it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2125.89it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2125.51it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2125.39it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2125.02it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2124.89it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2124.53it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2124.41it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2124.05it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2123.92it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2123.53it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2123.40it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2122.95it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2122.83it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2122.47it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2122.35it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2121.99it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2121.86it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2121.50it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2121.38it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2121.02it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2120.89it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2120.53it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2120.40it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2120.04it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2119.92it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2119.56it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2119.44it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2119.08it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2118.95it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2118.59it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2118.47it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2118.07it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2117.94it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2117.58it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2117.46it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2117.10it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2116.98it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2116.62it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2116.50it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2116.14it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2116.02it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2115.67it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2115.55it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2115.18it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2115.06it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2114.67it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2114.55it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2114.19it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2114.07it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2113.70it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2113.58it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2113.17it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2113.03it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2112.66it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2112.54it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2112.18it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2112.06it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2111.70it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2111.58it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2111.22it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2111.10it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2110.74it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2110.62it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2110.27it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2110.15it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2109.79it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2109.67it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2109.31it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2109.19it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2108.84it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2108.72it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2108.33it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2108.17it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2107.81it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2107.69it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2107.34it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2107.22it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2106.86it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2106.74it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2106.38it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2106.26it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2105.84it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2105.69it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2105.30it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2105.18it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2104.83it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2104.71it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2104.34it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2104.23it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2103.87it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2103.75it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2103.33it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2103.21it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2102.81it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2102.68it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2102.32it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2102.20it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2101.85it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2101.73it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2101.37it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2101.25it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2100.90it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2100.76it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2100.39it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2100.27it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2099.92it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2099.80it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2099.45it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2099.33it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2098.98it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2098.86it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2098.46it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2098.34it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2097.99it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2097.87it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2097.52it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2097.40it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2097.04it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2096.92it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2096.56it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2096.44it/s, iter=3.70e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2096.08it/s, iter=3.70e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2095.96it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2095.61it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2095.49it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2095.14it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2095.02it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2094.67it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2094.55it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2094.20it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2094.08it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2093.68it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2093.56it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2093.21it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2093.09it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2092.74it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2092.62it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2092.27it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2092.15it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2091.80it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2091.68it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2091.33it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2091.21it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2090.86it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2090.74it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2090.39it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2090.28it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2089.92it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2089.80it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2089.45it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2089.33it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2088.94it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2088.82it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2088.47it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2088.35it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2088.00it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2087.88it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2087.53it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2087.41it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2087.06it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2086.94it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2086.56it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2086.44it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2086.10it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2085.98it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2085.59it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2085.47it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2085.12it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2085.00it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2084.65it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2084.53it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2084.14it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2084.02it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2083.67it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2083.55it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2083.21it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2083.09it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2082.75it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2082.63it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2082.27it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2082.16it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2081.78it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2081.66it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2081.29it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2081.17it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2080.76it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2080.64it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2080.29it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2080.17it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2079.82it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2079.70it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2079.31it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2079.19it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2078.84it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2078.72it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2078.37it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2078.25it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2077.90it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2077.79it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2077.44it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2077.32it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2076.98it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2076.86it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2076.51it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2076.39it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2076.05it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2075.93it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2075.58it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2075.47it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2075.12it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2075.01it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2074.65it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2074.53it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2074.19it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2074.08it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2073.73it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2073.62it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2073.27it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2073.15it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2072.77it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2072.65it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2072.31it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2072.19it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2071.76it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2071.64it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2071.30it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2071.18it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2070.84it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2070.72it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2070.38it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2070.27it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2069.92it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2069.80it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2069.46it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2069.34it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2068.96it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2068.85it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2068.51it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2068.39it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2068.05it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2067.93it/s, iter=3.76e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2067.58it/s, iter=3.76e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2067.46it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2067.13it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2067.01it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2066.68it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2066.57it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2066.22it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2066.11it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2065.73it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2065.62it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2065.28it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2065.16it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2064.83it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2064.71it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2064.38it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2064.26it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2063.93it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2063.81it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2063.48it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2063.36it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2063.03it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2062.92it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2062.58it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2062.47it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2062.14it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2062.02it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2061.69it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2061.57it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2061.24it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2061.13it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2060.79it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2060.67it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2060.33it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2060.22it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2059.89it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2059.77it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2059.42it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2059.29it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2058.96it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2058.84it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2058.51it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2058.40it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2058.06it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2057.95it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2057.62it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2057.51it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2057.17it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2057.06it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2056.72it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2056.61it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2056.27it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2056.16it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2055.82it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2055.70it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2055.37it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2055.23it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2054.88it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2054.77it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2054.44it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2054.33it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2053.99it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2053.88it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2053.55it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2053.44it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2053.11it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2052.99it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2052.66it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2052.55it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2052.22it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2052.10it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2051.78it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2051.67it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2051.33it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2051.22it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2050.88it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2050.77it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2050.44it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2050.33it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2050.00it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2049.89it/s, iter=3.80e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2049.56it/s, iter=3.80e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2049.44it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2049.11it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2049.00it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2048.67it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2048.56it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2048.23it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2048.12it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2047.79it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2047.68it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2047.35it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2047.24it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2046.91it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2046.80it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2046.39it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2046.28it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2045.91it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2045.79it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2045.46it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2045.35it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2045.02it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2044.90it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2044.58it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2044.46it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2044.14it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2044.03it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2043.70it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2043.59it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2043.25it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2043.14it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2042.81it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2042.70it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2042.37it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2042.26it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2041.89it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2041.78it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2041.45it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2041.29it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2040.96it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2040.85it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2040.52it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2040.41it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2040.08it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2039.97it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2039.65it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2039.53it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2039.20it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2039.09it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2038.77it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2038.66it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2038.33it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2038.22it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2037.90it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2037.79it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2037.45it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2037.34it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2037.02it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2036.91it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2036.58it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2036.47it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2036.14it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2036.03it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2035.71it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2035.60it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2035.27it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2035.16it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2034.83it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2034.72it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2034.39it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2034.28it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2033.95it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2033.84it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2033.51it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2033.39it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2033.07it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2032.95it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2032.59it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2032.48it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2032.15it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2032.04it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2031.71it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2031.60it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2031.28it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2031.17it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2030.81it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2030.70it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2030.37it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2030.26it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2029.94it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2029.83it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2029.51it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2029.40it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2029.07it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2028.96it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2028.64it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2028.52it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2028.19it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2028.08it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2027.76it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2027.61it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2027.25it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2027.14it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2026.81it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2026.70it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2026.38it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2026.27it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2025.94it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2025.83it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2025.51it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2025.40it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2025.08it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2024.97it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2024.65it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2024.54it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2024.22it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2024.11it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2023.72it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2023.61it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2023.28it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2023.18it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2022.85it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2022.74it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2022.42it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2022.31it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.99it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.88it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.56it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.45it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.13it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2021.02it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2020.70it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2020.59it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2020.27it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2020.16it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2019.83it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2019.73it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2019.33it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2019.22it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2018.90it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2018.79it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2018.47it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2018.36it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2018.04it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2017.94it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2017.62it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2017.50it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2017.18it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2017.07it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2016.75it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2016.64it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2016.32it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2016.21it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2015.89it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2015.78it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2015.46it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2015.35it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2015.00it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2014.86it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2014.53it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2014.42it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2014.10it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2013.99it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2013.67it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2013.56it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2013.24it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2013.13it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2012.80it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2012.69it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2012.37it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2012.26it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2011.94it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2011.83it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2011.50it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2011.39it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2011.07it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 73%|#######2 | 3641/5000 [00:01<00:00, 2010.96it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2150.61it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2150.25it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2150.12it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2149.77it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2149.66it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2149.32it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2149.20it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2148.86it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2148.75it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2148.36it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2148.25it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2147.90it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2147.79it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2147.45it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2147.33it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2146.99it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2146.88it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2146.54it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2146.42it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2146.05it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2145.93it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2145.59it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2145.43it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2145.09it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2144.98it/s, iter=3.90e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2144.64it/s, iter=3.90e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2144.53it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2144.19it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2144.07it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2143.73it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2143.61it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2143.27it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2143.16it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2142.82it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2142.71it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2142.37it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2142.26it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2141.92it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2141.80it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2141.46it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2141.35it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2141.01it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2140.90it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2140.55it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2140.44it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2140.10it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2139.99it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2139.65it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2139.54it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2139.20it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2139.09it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2138.75it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2138.64it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2138.30it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2138.18it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2137.84it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2137.73it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2137.39it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2137.28it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2136.94it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2136.83it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2136.49it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2136.38it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2136.03it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2135.92it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2135.58it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2135.46it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2135.13it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2135.02it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2134.68it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2134.57it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2134.23it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2134.12it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2133.78it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2133.67it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2133.33it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2133.22it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2132.89it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2132.77it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2132.40it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2132.29it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2131.96it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2131.84it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2131.50it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2131.25it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2130.82it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2130.70it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2130.37it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2130.25it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2129.91it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2129.80it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2129.46it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2129.34it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2128.97it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2128.85it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2128.51it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2128.40it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2128.05it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2127.92it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2127.58it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2127.47it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2127.13it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2127.01it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2126.67it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2126.56it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2126.23it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2126.11it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2125.78it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2125.67it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2125.34it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2125.22it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2124.89it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2124.78it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2124.44it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2124.33it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2123.99it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2123.88it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2123.55it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2123.43it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2123.10it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2122.99it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2122.66it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2122.55it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2122.21it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2122.09it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2121.76it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2121.65it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2121.31it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2121.20it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2120.87it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2120.76it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2120.43it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2120.32it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2119.99it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2119.88it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2119.55it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2119.43it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2119.11it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2118.95it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2118.62it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2118.52it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2118.19it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2118.07it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2117.75it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2117.63it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2117.30it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2117.19it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2116.86it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2116.75it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2116.42it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2116.30it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2115.97it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2115.86it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2115.53it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2115.42it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2115.09it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2114.98it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2114.65it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2114.54it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2114.21it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2114.09it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2113.76it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2113.65it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2113.32it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2113.21it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2112.88it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2112.77it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2112.43it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2112.32it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2112.00it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2111.88it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2111.56it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2111.44it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2111.12it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2111.01it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2110.68it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2110.57it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2110.23it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2110.12it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2109.76it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2109.65it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2109.32it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2109.21it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2108.88it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2108.77it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2108.44it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2108.32it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2107.99it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2107.88it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2107.55it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2107.44it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2107.10it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2106.99it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2106.67it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2106.55it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2106.23it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2106.11it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2105.78it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2105.63it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2105.30it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2105.19it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2104.87it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2104.76it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2104.43it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2104.32it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.99it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.88it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.55it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.43it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.11it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2103.00it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2102.68it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2102.57it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2102.24it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2102.13it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2101.80it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2101.69it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2101.36it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2101.26it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2100.93it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2100.82it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2100.49it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2100.38it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2100.06it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2099.95it/s, iter=4.00e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2099.62it/s, iter=4.00e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2099.51it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2099.18it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2099.07it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2098.74it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2098.63it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2098.31it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2098.20it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2097.87it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2097.76it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2097.44it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2097.33it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2097.00it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2096.89it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2096.52it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2096.41it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2096.09it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2095.98it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2095.66it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2095.55it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2095.23it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2095.12it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2094.80it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2094.68it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2094.36it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2094.25it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2093.93it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2093.82it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2093.50it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2093.39it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2093.07it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2092.96it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2092.63it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2092.47it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2092.15it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2092.05it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2091.74it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2091.63it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2091.32it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2091.22it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2090.88it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2090.75it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2090.44it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2090.34it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2090.02it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2089.92it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2089.61it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2089.50it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2089.19it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2089.09it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2088.77it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2088.67it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2088.36it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2088.26it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.95it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.84it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.53it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.42it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.11it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2087.01it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2086.70it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2086.59it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2086.28it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2086.18it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2085.87it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2085.76it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2085.44it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2085.29it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.98it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.87it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.56it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.45it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.14it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2084.03it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2083.72it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2083.61it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2083.30it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2083.20it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2082.89it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2082.79it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2082.47it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2082.37it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2082.06it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2081.96it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2081.65it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2081.54it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2081.20it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2081.09it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2080.78it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2080.67it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2080.37it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2080.26it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2079.96it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2079.85it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2079.46it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2079.36it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2079.05it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2078.94it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2078.63it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2078.53it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2078.22it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2078.11it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2077.80it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2077.70it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2077.39it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2077.29it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.99it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.88it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.57it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.46it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.15it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2076.05it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2075.74it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2075.64it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2075.33it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2075.23it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.92it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.82it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.51it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.41it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.10it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2074.00it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2073.69it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2073.59it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2073.11it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2073.00it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2072.69it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2072.59it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2072.17it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2072.05it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2071.75it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2071.64it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2071.34it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2071.24it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.93it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.82it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.52it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.42it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.11it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2070.01it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2069.71it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2069.60it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2069.27it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2069.15it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2068.84it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2068.74it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2068.44it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2068.33it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.97it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.85it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.54it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.44it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.13it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2067.03it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2066.69it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2066.59it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2066.28it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2066.18it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2065.87it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2065.77it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2065.46it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2065.36it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2065.06it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2064.96it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2064.65it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2064.55it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2064.24it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2064.13it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2063.83it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2063.73it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2063.38it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2063.28it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.96it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.86it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.55it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.45it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.15it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2062.04it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2061.73it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2061.63it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2061.32it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2061.22it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.92it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.81it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.51it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.41it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.10it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2060.00it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2059.70it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2059.60it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2059.27it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2059.13it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2058.83it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2058.73it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2058.42it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2058.32it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2058.02it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2057.92it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2057.62it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2057.52it/s, iter=4.10e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2057.21it/s, iter=4.10e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2057.11it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2056.81it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2056.70it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2056.06it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2055.86it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2055.32it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2055.02it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2054.46it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2054.28it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2053.79it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2053.58it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2053.19it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2053.05it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2052.66it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2052.54it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2052.17it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2052.02it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2051.63it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2051.50it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2051.13it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2051.01it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2050.61it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2050.43it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2050.12it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2050.02it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2049.70it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2049.59it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2049.28it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2049.18it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2048.87it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2048.75it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2048.42it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2048.31it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2047.92it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2047.71it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2047.09it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2046.87it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2046.27it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2046.07it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2045.58it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2045.43it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2045.10it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2044.99it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2044.67it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2044.57it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2044.24it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2044.14it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2043.81it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2043.69it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2043.08it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2042.96it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2042.63it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2042.52it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2042.19it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2042.05it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2041.63it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2041.51it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2041.20it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2041.09it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2040.79it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2040.68it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2040.38it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2040.27it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2039.96it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2039.86it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2039.54it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2039.44it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2038.82it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2038.71it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2038.39it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2038.29it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2037.95it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 78%|#######7 | 3894/5000 [00:01<00:00, 2037.85it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2168.08it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2167.64it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2167.53it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2167.22it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2167.10it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2166.78it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2166.67it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2166.31it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2166.20it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2165.59it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2165.34it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2164.54it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2164.24it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2163.40it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2163.25it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2162.56it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2162.43it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2162.05it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2161.92it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2161.41it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2161.29it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2160.93it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2160.80it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2160.11it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2159.98it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2159.62it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2159.50it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2159.14it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2158.96it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2158.55it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2158.43it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2158.07it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2157.94it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2157.58it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2157.46it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2157.09it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2156.98it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2156.62it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2156.51it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2156.18it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2156.07it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2155.74it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2155.63it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2155.30it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2155.19it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2154.86it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2154.75it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2154.34it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2154.23it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2153.90it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2153.79it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2153.46it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2153.35it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2153.02it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2152.91it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2152.58it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2152.47it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2152.15it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2152.03it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2151.55it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2151.32it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2150.68it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2150.44it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2149.90it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2149.77it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2149.40it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2149.28it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2148.91it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2148.79it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2148.43it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2148.30it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2147.94it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2147.81it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2147.24it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2147.07it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2146.52it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2146.36it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2145.63it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2145.34it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2144.63it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2144.39it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2143.76it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2143.55it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2143.09it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2142.94it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2142.21it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2142.01it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2141.54it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2141.40it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2140.86it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2140.70it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2140.23it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2140.10it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2139.70it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2139.57it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2139.18it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2139.04it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2138.65it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2138.52it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2138.13it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2138.00it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2137.61it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2137.49it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2137.10it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2136.97it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2136.50it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2136.37it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2135.98it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2135.86it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2135.48it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2135.35it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2134.96it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2134.82it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2134.47it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2134.36it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2133.86it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2133.74it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2133.38it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2133.27it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2132.88it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2132.76it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2132.40it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2132.20it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2131.85it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2131.73it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2131.37it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2131.25it/s, iter=4.20e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2130.90it/s, iter=4.20e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2130.78it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2130.43it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2130.32it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2129.97it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2129.86it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2129.51it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2129.39it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2128.72it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2128.58it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2128.14it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2128.00it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2127.49it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2127.28it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2126.60it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2126.42it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2125.90it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2125.77it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2125.43it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2125.31it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2124.82it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2124.71it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2124.36it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2124.25it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2123.89it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2123.77it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2123.33it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2123.21it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2122.86it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2122.74it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2122.39it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2122.27it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2121.93it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2121.81it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2121.47it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2121.35it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2121.01it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2120.89it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2120.53it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2120.38it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2120.04it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2119.92it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2119.58it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2119.46it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2119.01it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2118.87it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2118.51it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2118.40it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2118.03it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2117.91it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2117.59it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2117.47it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2117.14it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2117.03it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2116.33it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2116.21it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2115.86it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2115.75it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2115.41it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2115.30it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2114.99it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2114.76it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2114.44it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2114.34it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.99it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.88it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.57it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.46it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.12it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2113.00it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2112.68it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2112.57it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2112.25it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2112.15it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2111.83it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2111.72it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2111.41it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2111.28it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2110.66it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2110.43it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2109.93it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2109.82it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2109.51it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2109.40it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2109.09it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2108.98it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2108.67it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2108.56it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2108.25it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2108.14it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2107.64it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2107.53it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2107.22it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2107.11it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2106.79it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2106.69it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2106.36it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2106.17it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2105.86it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2105.75it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2105.41it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2105.29it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2104.96it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2104.85it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2104.52it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2104.40it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2104.07it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2103.96it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2103.63it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2103.52it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2103.20it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2103.09it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2102.76it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2102.65it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2102.24it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2102.11it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2101.68it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2101.55it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2101.17it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2101.04it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2100.67it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2100.55it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2100.21it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2100.09it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2099.75it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2099.63it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2099.14it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2099.02it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2098.67it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2098.54it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2098.18it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2098.06it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2097.65it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2097.53it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2097.18it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2097.04it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2096.73it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2096.62it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2096.30it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2096.19it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2095.87it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2095.77it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2095.40it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2095.30it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2094.98it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2094.87it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2094.56it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2094.45it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2094.09it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2093.97it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2093.62it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2093.44it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2092.98it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2092.82it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2092.21it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2092.04it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2091.49it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2091.36it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2091.00it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2090.76it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2090.40it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2090.28it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2089.90it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2089.78it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2089.41it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2089.21it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2088.85it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2088.73it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2088.37it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2088.25it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2087.90it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2087.78it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2087.43it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2087.28it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2086.90it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2086.78it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2086.42it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2086.31it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2085.99it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2085.88it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2085.56it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2085.46it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2085.11it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2084.94it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2084.62it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2084.52it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2084.20it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2084.09it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2083.78it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2083.67it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2083.35it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2083.24it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2082.93it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2082.82it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2082.50it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2082.39it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2082.07it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2081.97it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2081.65it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2081.54it/s, iter=4.30e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2081.21it/s, iter=4.30e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2081.06it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2080.66it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2080.56it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2080.25it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2080.14it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2079.84it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2079.73it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2079.39it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2079.28it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2078.95it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2078.85it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2078.52it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2078.41it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2078.09it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2077.98it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2077.66it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2077.55it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2077.23it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2077.13it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2076.81it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2076.62it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2076.30it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2076.19it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2075.79it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2075.58it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2075.05it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2074.91it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2074.59it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2074.48it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2074.14it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2073.99it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2073.55it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2073.43it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2073.11it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2073.01it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2072.71it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2072.58it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2072.23it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2072.13it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2071.83it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:01<00:00, 2071.73it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2071.42it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2071.30it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.99it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.88it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.58it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.48it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.18it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2070.08it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2069.78it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2069.68it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2069.37it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2069.27it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2068.97it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2068.87it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2068.57it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2068.43it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2068.09it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2067.99it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2067.67it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2067.55it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2067.25it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2067.15it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2066.85it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2066.75it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2066.44it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2066.34it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2066.04it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2065.94it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2065.63it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2065.52it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2065.20it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2065.05it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2064.73it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2064.61it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2064.24it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2064.12it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2063.82it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2063.72it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2063.42it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2063.32it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2063.02it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2062.92it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2062.62it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2062.52it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2062.22it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2062.12it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2061.82it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2061.72it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2061.40it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2061.27it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2060.93it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2060.77it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2060.41it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2060.31it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2059.92it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2059.81it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2059.50it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2059.39it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2059.04it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2058.93it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2058.48it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2058.31it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2057.87it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2057.76it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2057.46it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2057.36it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2057.06it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2056.95it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2056.65it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2056.55it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2056.26it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2056.12it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2055.77it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2055.67it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2055.37it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2055.27it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.97it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.87it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.58it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.47it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.17it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2054.07it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2053.78it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 83%|########2 | 4143/5000 [00:02<00:00, 2053.68it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2165.63it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2165.32it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2165.21it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2164.90it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2164.79it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2164.48it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2164.37it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2164.06it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2163.93it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2163.60it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2163.49it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2163.18it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2163.07it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2162.76it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2162.65it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2162.30it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2162.19it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2161.88it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2161.78it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2161.47it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2161.36it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2161.05it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2160.95it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2160.64it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2160.53it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2160.22it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2160.11it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2159.81it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2159.66it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2159.35it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2159.21it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2158.81it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2158.70it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2158.38it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2158.28it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.97it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.86it/s, iter=4.39e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.55it/s, iter=4.39e+03, step_size=0.893, tol=0.00124]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.45it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.14it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2157.03it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2156.72it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2156.61it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2156.30it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2156.20it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2155.88it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2155.78it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2155.44it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2155.33it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2155.01it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2154.91it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2154.60it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2154.49it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2154.18it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2154.08it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2153.77it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2153.66it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2153.34it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2153.22it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2152.82it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2152.65it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2152.20it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2152.00it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2151.65it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2151.52it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2151.16it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2151.03it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2150.70it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2150.60it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2150.29it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2150.18it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2149.87it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2149.77it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2149.46it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2149.36it/s, iter=4.40e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2149.05it/s, iter=4.40e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2148.94it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2148.63it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2148.52it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2148.22it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2148.11it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2147.80it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2147.70it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2147.39it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2147.29it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.95it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.83it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.53it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.42it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.12it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2146.01it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2145.71it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2145.60it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2145.30it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2145.19it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2144.88it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2144.78it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2144.47it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2144.37it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2144.06it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2143.96it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2143.65it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2143.55it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2143.24it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2143.13it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2142.83it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2142.72it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2142.38it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2142.26it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.95it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.85it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.54it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.44it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.13it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2141.02it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2140.72it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2140.62it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2140.31it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2140.21it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2139.90it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2139.80it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2139.49it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2139.38it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2139.08it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2138.98it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2138.64it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2138.48it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2138.16it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2138.05it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2137.73it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2137.62it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2137.31it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2137.21it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2136.90it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2136.80it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2136.49it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2136.39it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2136.09it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2135.98it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2135.58it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2135.39it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2134.87it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2134.75it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2134.40it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2134.28it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.97it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.86it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.55it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.45it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.14it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2133.03it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2132.66it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2132.54it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2132.13it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2132.02it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2131.69it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2131.58it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2131.26it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2131.15it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2130.82it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2130.72it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2130.40it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2130.29it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2129.87it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2129.72it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2129.41it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2129.30it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2129.00it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2128.90it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2128.59it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2128.49it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2128.19it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2128.09it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2127.78it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2127.68it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2127.38it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2127.27it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2126.97it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2126.86it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2126.56it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2126.46it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2126.16it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2125.98it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2125.68it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2125.57it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2125.27it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2125.17it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2124.87it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2124.77it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2124.47it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2124.36it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2124.06it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2123.96it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2123.66it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2123.55it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2123.25it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2123.15it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2122.85it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2122.75it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2122.39it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2122.29it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.97it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.87it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.54it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.43it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.13it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2121.03it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2120.72it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2120.62it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2120.32it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2120.22it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.90it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.80it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.50it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.40it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.11it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2119.01it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2118.71it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2118.61it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2118.23it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2118.12it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2117.64it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2117.50it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2117.08it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2116.96it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2116.65it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2116.54it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2116.25it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2116.15it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2115.86it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2115.76it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2115.46it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2115.36it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2115.06it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2114.97it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2114.67it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2114.57it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2114.27it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2114.17it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2113.87it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2113.75it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2113.41it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2113.31it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2113.02it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2112.92it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2112.62it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2112.52it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2112.23it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2112.13it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2111.83it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2111.73it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2111.43it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2111.33it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2111.04it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2110.94it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2110.62it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2110.52it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2110.22it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2110.12it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2109.83it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2109.73it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2109.43it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2109.33it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2109.04it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2108.94it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2108.65it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2108.55it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2108.23it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2108.13it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2107.82it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2107.70it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2107.41it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2107.31it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2107.02it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2106.92it/s, iter=4.50e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2106.63it/s, iter=4.50e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2106.53it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2106.23it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2106.13it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2105.84it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2105.74it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2105.42it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2105.32it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2105.03it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2104.93it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2104.63it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2104.54it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2104.25it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2104.15it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2103.86it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2103.76it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2103.47it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2103.37it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2103.08it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2102.98it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2102.69it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2102.59it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2102.30it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2102.20it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2101.91it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2101.81it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2101.49it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2101.32it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2100.75it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2100.65it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2100.31it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2100.17it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2099.86it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2099.76it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2099.47it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2099.37it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2099.09it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2098.96it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2098.65it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2098.54it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2098.25it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2098.15it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2097.86it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2097.76it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2097.41it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2097.30it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2097.01it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2096.92it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2096.63it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2096.53it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2096.24it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2096.15it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2095.86it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2095.76it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2095.47it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2095.37it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2095.08it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2094.98it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2094.70it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2094.60it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2094.31it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2094.22it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2093.93it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2093.83it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2093.54it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2093.41it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2093.07it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2092.91it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2092.52it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2092.42it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2092.10it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2092.00it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2091.69it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2091.59it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2091.28it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2091.18it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2090.77it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2090.64it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2090.32it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2090.22it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2089.92it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2089.82it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2089.52it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2089.36it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2089.07it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2088.98it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2088.68it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2088.59it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2088.30it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2088.20it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.92it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.82it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.54it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.44it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.12it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2087.02it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2086.73it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2086.63it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2086.35it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2086.25it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.96it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.87it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.58it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.43it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.14it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2085.04it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2084.72it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2084.59it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2084.16it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2084.06it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2083.77it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2083.65it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2083.35it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2083.25it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.97it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.87it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.58it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.49it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.21it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2082.11it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2081.83it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2081.73it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2081.38it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2081.28it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2081.00it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2080.90it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2080.62it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2080.52it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2080.22it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2080.11it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2079.82it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2079.73it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2079.44it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2079.34it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2079.06it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2078.96it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2078.67it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2078.58it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2078.29it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2078.20it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.91it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.81it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.50it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.40it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.12it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2077.02it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2076.74it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2076.64it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2076.36it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2076.26it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.98it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.89it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.57it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.48it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.20it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2075.10it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2074.82it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2074.72it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2074.44it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2074.35it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2074.07it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2073.94it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2073.65it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2073.51it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2073.23it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2073.13it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2072.85it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2072.75it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2072.46it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2072.37it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2072.08it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2071.98it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2071.70it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2071.60it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2071.32it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2071.22it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.94it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.85it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.56it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.47it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.19it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2070.09it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2069.81it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2069.70it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2069.40it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2069.30it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2069.02it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2068.92it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2068.63it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2068.54it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2068.23it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2068.08it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2067.74it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2067.58it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2067.13it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2066.98it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2066.66it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2066.56it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2066.28it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2066.19it/s, iter=4.60e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.90it/s, iter=4.60e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.81it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.47it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.37it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.09it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2065.00it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2064.72it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2064.62it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2064.31it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2064.22it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.94it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.84it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.56it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.47it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.19it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 87%|########7 | 4369/5000 [00:02<00:00, 2063.09it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2178.72it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2178.42it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2178.32it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2178.03it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2177.93it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2177.64it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2177.54it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2177.24it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2177.14it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2176.84it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2176.74it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2176.44it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2176.34it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2176.05it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2175.95it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2175.66it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2175.56it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2175.26it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2175.16it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2174.86it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2174.76it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2174.47it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2174.37it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2174.07it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2173.98it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2173.68it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2173.58it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2173.25it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2173.15it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2172.86it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2172.76it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2172.46it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2172.36it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2172.07it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2171.97it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2171.68it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2171.58it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2171.29it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2171.19it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.89it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.79it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.50it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.40it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.11it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2170.00it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2169.71it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2169.61it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2169.31it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2169.20it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2168.91it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2168.81it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2168.51it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2168.41it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2168.09it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2167.99it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2167.69it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2167.59it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2167.17it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2166.98it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2166.45it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2166.33it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2166.02it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2165.90it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2165.55it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2165.45it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2165.08it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2164.98it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2164.69it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2164.59it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2164.29it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2164.19it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.90it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.80it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.51it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.42it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.13it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2163.03it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2162.73it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2162.63it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2162.34it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2162.24it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.95it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.85it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.56it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.46it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.13it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2161.03it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2160.74it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2160.64it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2160.35it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2160.25it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.96it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.86it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.57it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.47it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.18it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2159.08it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2158.79it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2158.70it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2158.41it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2158.29it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.99it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.89it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.58it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.47it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.18it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2157.08it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2156.79it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2156.70it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2156.37it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2156.28it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.99it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.89it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.60it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.51it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.18it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2155.08it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2154.77it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2154.66it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2154.36it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2154.27it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2153.98it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2153.88it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2153.55it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2153.43it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2153.04it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2152.93it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2152.63it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2152.52it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2152.22it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2152.12it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2151.81it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2151.71it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2151.33it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2151.21it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2150.90it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2150.81it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2150.52it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2150.40it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2150.04it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2149.90it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2149.56it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2149.46it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2149.17it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2149.01it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2148.72it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2148.62it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2148.33it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2148.23it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.94it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.85it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.55it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.46it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.17it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2147.07it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2146.78it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2146.68it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2146.39it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2146.30it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2146.01it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2145.91it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2145.58it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2145.48it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2145.20it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2145.08it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2144.77it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2144.67it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2144.39it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2144.29it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2144.00it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2143.91it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2143.62it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2143.53it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2143.24it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2143.15it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.86it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.77it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.48it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.38it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.09it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2142.00it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2141.71it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2141.61it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2141.33it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2141.22it/s, iter=4.70e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2140.87it/s, iter=4.70e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2140.77it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2140.47it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2140.36it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2140.07it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2139.97it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2139.69it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2139.59it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2139.30it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2139.21it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.92it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.82it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.54it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.44it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.16it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2138.06it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2137.78it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2137.68it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2137.40it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2137.30it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2137.01it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2136.92it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2136.63it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2136.53it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2136.25it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2136.15it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.87it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.77it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.48it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.39it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.09it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2135.00it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2134.72it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2134.63it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2134.35it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2134.25it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2133.97it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2133.88it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2133.47it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2133.32it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.96it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.87it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.59it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.49it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.22it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2132.12it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.84it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.75it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.47it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.38it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.10it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2131.01it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2130.73it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2130.64it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2130.35it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2130.26it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.98it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.89it/s, iter=4.73e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.61it/s, iter=4.73e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.52it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.24it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2129.14it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.87it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.77it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.50it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.40it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.12it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2128.03it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2127.75it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2127.65it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2127.37it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2127.28it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2127.00it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2126.91it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2126.64it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2126.54it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2126.26it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2126.17it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.89it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.79it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.52it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.42it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.15it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2125.05it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2124.77it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2124.68it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2124.41it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2124.31it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2124.04it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2123.95it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2123.67it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2123.58it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2123.30it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2123.21it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.93it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.84it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.56it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.47it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.19it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2122.10it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2121.79it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2121.70it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2121.41it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2121.31it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2121.03it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2120.94it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2120.66it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2120.57it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2120.29it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2120.20it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.93it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.84it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.56it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.47it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.19it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2119.06it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2118.69it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2118.60it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2118.33it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2118.24it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2117.96it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2117.87it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2117.59it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2117.44it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2117.06it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2116.91it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2116.54it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2116.45it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2116.16it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2116.07it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2115.80it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2115.70it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2115.43it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2115.33it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2115.06it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2114.97it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2114.69it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2114.60it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2114.33it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2114.24it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.96it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.87it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.53it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.44it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.17it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2113.07it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2112.80it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2112.71it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2112.44it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2112.34it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2112.07it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2111.98it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2111.71it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2111.61it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2111.34it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2111.25it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.98it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.88it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.58it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.49it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.22it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2110.12it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.85it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.75it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.48it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.39it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.11it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2109.02it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2108.75it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2108.65it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2108.38it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2108.29it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2108.01it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2107.92it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2107.65it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2107.56it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2107.29it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2107.15it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2106.79it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2106.70it/s, iter=4.8e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2106.40it/s, iter=4.8e+03, step_size=0.893, tol=0.00117]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2106.31it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.92it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.78it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.51it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.42it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.14it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2105.03it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2104.66it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2104.57it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2104.30it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2104.21it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.93it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.76it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.45it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.36it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.09it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2103.00it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2102.73it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2102.64it/s, iter=4.80e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2102.37it/s, iter=4.80e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2102.28it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.94it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.85it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.58it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.47it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.12it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2101.02it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2100.71it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2100.61it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2100.31it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2100.21it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2099.84it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2099.67it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2099.09it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2098.90it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2098.51it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2098.40it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2098.00it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2097.91it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2097.64it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2097.55it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2097.27it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2097.18it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.88it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.78it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.51it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.42it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.16it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2096.06it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2095.80it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2095.71it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2095.43it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2095.34it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2095.07it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2094.98it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2094.71it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2094.62it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2094.27it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2094.18it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.92it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.82it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.56it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.47it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.20it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2093.11it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.84it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.75it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.48it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.39it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.13it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2092.04it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2091.77it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2091.68it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2091.42it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2091.32it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2091.06it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2090.97it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2090.70it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2090.53it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2090.27it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2090.18it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.91it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.82it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.56it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.47it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.20it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2089.11it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2088.84it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2088.75it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2088.45it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2088.35it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2088.08it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.99it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.72it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.63it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.37it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.28it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2087.01it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2086.92it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2086.59it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2086.50it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2086.24it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2086.15it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2085.88it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2085.74it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2085.33it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2085.13it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2084.80it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2084.67it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2084.39it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2084.30it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2084.04it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2083.95it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2083.60it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2083.50it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2083.07it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2082.93it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2082.63it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2082.53it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2082.23it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2082.13it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2081.85it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2081.75it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2081.40it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2081.30it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2081.00it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2080.91it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2080.64it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 92%|#########2| 4614/5000 [00:02<00:00, 2080.55it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2191.84it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2191.55it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2191.45it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2191.17it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2191.08it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2190.79it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2190.66it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2190.34it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2190.24it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.96it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.86it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.58it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.48it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.20it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2189.10it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2188.78it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2188.68it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2188.40it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2188.31it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2188.03it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2187.94it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2187.66it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2187.57it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2187.29it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2187.19it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.92it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.82it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.46it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.37it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.09it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2186.00it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2185.73it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2185.63it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2185.25it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2185.14it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.86it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.77it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.49it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.40it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.12it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2184.03it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2183.75it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2183.66it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2183.38it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2183.29it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2183.01it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2182.92it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2182.57it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2182.48it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2182.20it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2182.11it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.84it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.74it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.47it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.38it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.10it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2181.01it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2180.67it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2180.50it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2180.13it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2180.03it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2179.76it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2179.66it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2179.38it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2179.29it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2179.01it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2178.89it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2178.58it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2178.49it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2178.21it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2178.12it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2177.85it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2177.75it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2177.46it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2177.36it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2177.08it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2176.99it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2176.72it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2176.62it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2176.17it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2176.07it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2175.80it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2175.71it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2175.43it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2175.33it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2175.05it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2174.89it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2174.62it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2174.52it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2174.23it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2174.12it/s, iter=4.90e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2173.81it/s, iter=4.90e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2173.71it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2173.41it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2173.32it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2173.02it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2172.92it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2172.61it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2172.51it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2172.20it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2172.11it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2171.83it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2171.74it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2171.47it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2171.38it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2171.08it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2170.97it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2170.66it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2170.46it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2170.17it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2170.07it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2169.80it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2169.71it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2169.43it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2169.34it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2169.06it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2168.97it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2168.70it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2168.61it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2168.33it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2168.23it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.96it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.87it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.59it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.50it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.19it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2167.09it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2166.82it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2166.73it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2166.45it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2166.36it/s, iter=4.92e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2166.05it/s, iter=4.92e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2165.96it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2165.69it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2165.60it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2165.33it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2165.24it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.97it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.88it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.58it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.46it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.17it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2164.08it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2163.81it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2163.72it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2163.45it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2163.32it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2163.05it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2162.88it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2162.51it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2162.42it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2162.14it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2162.05it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2161.78it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2161.68it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2161.40it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2161.30it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2161.02it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2160.93it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2160.65it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2160.56it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2160.28it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2160.19it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.92it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.82it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.53it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.42it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.15it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2159.06it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2158.78it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2158.69it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2158.42it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2158.33it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2158.03it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2157.94it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2157.62it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2157.52it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2157.21it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2157.11it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.81it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.72it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.45it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.36it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.09it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2156.00it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2155.72it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2155.63it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2155.36it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2155.17it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2154.82it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2154.73it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2154.45it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2154.36it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2154.08it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2153.98it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2153.70it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2153.61it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2153.33it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2153.24it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.96it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.86it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.59it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.50it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.22it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2152.13it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2151.82it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2151.72it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2151.44it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2151.35it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2151.08it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2150.98it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2150.71it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2150.62it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2150.34it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2150.24it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.95it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.86it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.59it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.49it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.22it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2149.13it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2148.85it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2148.76it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2148.45it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2148.36it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2148.08it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2147.99it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2147.71it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2147.52it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2147.21it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2147.11it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.83it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.74it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.46it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.37it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.09it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2146.00it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2145.73it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2145.64it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2145.34it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2145.24it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.95it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.86it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.56it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.47it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.16it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2144.07it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2143.77it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2143.67it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2143.40it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2143.31it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2143.04it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2142.95it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2142.67it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2142.58it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2142.31it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2142.21it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.93it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.84it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.54it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.44it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.15it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2141.05it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2140.77it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2140.67it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2140.34it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2140.24it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2139.83it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2139.73it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2139.44it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2139.35it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2139.06it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2138.96it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2138.66it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2138.57it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2138.28it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2138.19it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2137.90it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 97%|#########7| 4861/5000 [00:02<00:00, 2137.80it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|##########| 5000/5000 [00:02<00:00, 2198.65it/s, iter=5e+03, step_size=0.893, tol=0.00113]
/home/fabian/Dropbox/dev/copt/copt/proximal_gradient.py:146: RuntimeWarning: minimize_proximal_gradient did not reach the desired tolerance level
RuntimeWarning)
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.53]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.53]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.32]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.32]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.23]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.23]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.19]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.19]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.15]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.15]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0981]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0981]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0907]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0907]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0874]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0874]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0844]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0844]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0815]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0815]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0789]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0789]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0741]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0741]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0719]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0719]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0626]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0626]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.061]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.061]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0595]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0595]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0567]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0567]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0553]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0553]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0528]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0528]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0505]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0505]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0495]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0495]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0484]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0484]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0438]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0438]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0429]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0429]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0413]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0413]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0378]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0378]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0372]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0372]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0366]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0366]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.036]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.036]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.0337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.0337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0332]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0332]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0318]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0318]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0308]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0308]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.03]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.03]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.028]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.028]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0277]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0277]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.027]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.027]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0266]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0266]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0263]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0263]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0257]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0257]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0254]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0254]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0248]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0248]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0237]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0237]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0234]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0234]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0232]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0232]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0227]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0227]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0222]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0222]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0214]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0214]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0199]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0199]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0197]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0197]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0187]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0187]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.0184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.0184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.0181]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.0181]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.0175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.0175]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.0174]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.0174]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.0172]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.0172]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.0171]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.0171]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.0169]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.0169]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.0168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.0168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.0165]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.0165]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.0162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.0162]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0157]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0157]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.0155]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.0155]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.0152]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.0152]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.0149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.0149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.0145]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.0145]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.014]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.0138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.0134]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.0132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0128]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.012]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2042.57it/s, iter=204, step_size=0.893, tol=0.012]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2036.07it/s, iter=204, step_size=0.893, tol=0.012]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2033.97it/s, iter=205, step_size=0.893, tol=0.0119]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2027.71it/s, iter=205, step_size=0.893, tol=0.0119]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2025.62it/s, iter=206, step_size=0.893, tol=0.0119]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2013.85it/s, iter=206, step_size=0.893, tol=0.0119]
PGD: 4%|4 | 205/5000 [00:00<00:02, 2009.53it/s, iter=207, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1998.16it/s, iter=207, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1996.17it/s, iter=208, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1989.46it/s, iter=208, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1987.47it/s, iter=209, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1981.58it/s, iter=209, step_size=0.893, tol=0.0118]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1979.62it/s, iter=210, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1973.74it/s, iter=210, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1971.76it/s, iter=211, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1965.97it/s, iter=211, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1964.03it/s, iter=212, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1956.90it/s, iter=212, step_size=0.893, tol=0.0117]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1954.62it/s, iter=213, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1947.79it/s, iter=213, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1944.05it/s, iter=214, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1937.38it/s, iter=214, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1933.74it/s, iter=215, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1924.88it/s, iter=215, step_size=0.893, tol=0.0116]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1922.99it/s, iter=216, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1917.44it/s, iter=216, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1915.60it/s, iter=217, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1909.01it/s, iter=217, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1906.77it/s, iter=218, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1895.91it/s, iter=218, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1891.97it/s, iter=219, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1881.57it/s, iter=219, step_size=0.893, tol=0.0115]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1877.34it/s, iter=220, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1864.71it/s, iter=220, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1861.56it/s, iter=221, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1853.65it/s, iter=221, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1851.30it/s, iter=222, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1844.32it/s, iter=222, step_size=0.893, tol=0.0114]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1842.01it/s, iter=223, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1835.14it/s, iter=223, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1832.86it/s, iter=224, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1826.11it/s, iter=224, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1823.88it/s, iter=225, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1817.09it/s, iter=225, step_size=0.893, tol=0.0113]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1814.87it/s, iter=226, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1807.30it/s, iter=226, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1805.05it/s, iter=227, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1796.99it/s, iter=227, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1794.53it/s, iter=228, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1788.80it/s, iter=228, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1786.89it/s, iter=229, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1781.14it/s, iter=229, step_size=0.893, tol=0.0112]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1779.24it/s, iter=230, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1773.60it/s, iter=230, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1771.73it/s, iter=231, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1766.12it/s, iter=231, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1764.27it/s, iter=232, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1758.55it/s, iter=232, step_size=0.893, tol=0.0111]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1756.68it/s, iter=233, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1751.16it/s, iter=233, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1749.31it/s, iter=234, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1742.69it/s, iter=234, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1740.88it/s, iter=235, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1735.46it/s, iter=235, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1733.67it/s, iter=236, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1728.23it/s, iter=236, step_size=0.893, tol=0.011]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1726.45it/s, iter=237, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1721.01it/s, iter=237, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1719.41it/s, iter=238, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1714.65it/s, iter=238, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1713.07it/s, iter=239, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1708.33it/s, iter=239, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1706.76it/s, iter=240, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1702.05it/s, iter=240, step_size=0.893, tol=0.0109]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1700.49it/s, iter=241, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1695.86it/s, iter=241, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1694.34it/s, iter=242, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1689.27it/s, iter=242, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1687.18it/s, iter=243, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1682.63it/s, iter=243, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1681.11it/s, iter=244, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1676.61it/s, iter=244, step_size=0.893, tol=0.0108]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1675.10it/s, iter=245, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1670.58it/s, iter=245, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1669.08it/s, iter=246, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1664.61it/s, iter=246, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1663.11it/s, iter=247, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1658.69it/s, iter=247, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1657.23it/s, iter=248, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1652.67it/s, iter=248, step_size=0.893, tol=0.0107]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1650.86it/s, iter=249, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1641.87it/s, iter=249, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1640.48it/s, iter=250, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1636.47it/s, iter=250, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1633.98it/s, iter=251, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1629.46it/s, iter=251, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1628.14it/s, iter=252, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1624.24it/s, iter=252, step_size=0.893, tol=0.0106]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1622.94it/s, iter=253, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1619.03it/s, iter=253, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1617.73it/s, iter=254, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1613.85it/s, iter=254, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1612.56it/s, iter=255, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1608.75it/s, iter=255, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1607.49it/s, iter=256, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1603.23it/s, iter=256, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:02, 1601.95it/s, iter=257, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1596.55it/s, iter=257, step_size=0.893, tol=0.0105]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1594.89it/s, iter=258, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1591.16it/s, iter=258, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1589.90it/s, iter=259, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1585.97it/s, iter=259, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1583.57it/s, iter=260, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1579.73it/s, iter=260, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1578.48it/s, iter=261, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1573.49it/s, iter=261, step_size=0.893, tol=0.0104]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1571.67it/s, iter=262, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1568.00it/s, iter=262, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1566.83it/s, iter=263, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1563.36it/s, iter=263, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1562.21it/s, iter=264, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1558.69it/s, iter=264, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1557.54it/s, iter=265, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1554.07it/s, iter=265, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1552.94it/s, iter=266, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1549.51it/s, iter=266, step_size=0.893, tol=0.0103]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1548.38it/s, iter=267, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1544.95it/s, iter=267, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1543.83it/s, iter=268, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1540.33it/s, iter=268, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1539.21it/s, iter=269, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1534.64it/s, iter=269, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1533.50it/s, iter=270, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1530.16it/s, iter=270, step_size=0.893, tol=0.0102]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1529.03it/s, iter=271, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1525.71it/s, iter=271, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1524.60it/s, iter=272, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1521.29it/s, iter=272, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1520.18it/s, iter=273, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1516.90it/s, iter=273, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1515.81it/s, iter=274, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1512.56it/s, iter=274, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1511.47it/s, iter=275, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1508.17it/s, iter=275, step_size=0.893, tol=0.0101]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1507.09it/s, iter=276, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1503.88it/s, iter=276, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1502.81it/s, iter=277, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1499.61it/s, iter=277, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1498.55it/s, iter=278, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1495.36it/s, iter=278, step_size=0.893, tol=0.01]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1494.30it/s, iter=279, step_size=0.893, tol=0.00999]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1490.02it/s, iter=279, step_size=0.893, tol=0.00999]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1488.95it/s, iter=280, step_size=0.893, tol=0.00997]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1485.39it/s, iter=280, step_size=0.893, tol=0.00997]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1484.34it/s, iter=281, step_size=0.893, tol=0.00995]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1481.17it/s, iter=281, step_size=0.893, tol=0.00995]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1480.12it/s, iter=282, step_size=0.893, tol=0.00993]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1477.01it/s, iter=282, step_size=0.893, tol=0.00993]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1475.96it/s, iter=283, step_size=0.893, tol=0.00991]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1472.85it/s, iter=283, step_size=0.893, tol=0.00991]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1471.82it/s, iter=284, step_size=0.893, tol=0.00989]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1468.66it/s, iter=284, step_size=0.893, tol=0.00989]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1467.63it/s, iter=285, step_size=0.893, tol=0.00987]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1464.55it/s, iter=285, step_size=0.893, tol=0.00987]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1463.53it/s, iter=286, step_size=0.893, tol=0.00985]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1460.48it/s, iter=286, step_size=0.893, tol=0.00985]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1459.47it/s, iter=287, step_size=0.893, tol=0.00983]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1456.07it/s, iter=287, step_size=0.893, tol=0.00983]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1455.07it/s, iter=288, step_size=0.893, tol=0.00981]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1448.60it/s, iter=288, step_size=0.893, tol=0.00981]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1447.57it/s, iter=289, step_size=0.893, tol=0.00979]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1444.55it/s, iter=289, step_size=0.893, tol=0.00979]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1443.55it/s, iter=290, step_size=0.893, tol=0.00978]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1440.57it/s, iter=290, step_size=0.893, tol=0.00978]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1439.39it/s, iter=291, step_size=0.893, tol=0.00976]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1435.85it/s, iter=291, step_size=0.893, tol=0.00976]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1434.28it/s, iter=292, step_size=0.893, tol=0.00974]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1430.22it/s, iter=292, step_size=0.893, tol=0.00974]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1429.10it/s, iter=293, step_size=0.893, tol=0.00972]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1426.18it/s, iter=293, step_size=0.893, tol=0.00972]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1425.21it/s, iter=294, step_size=0.893, tol=0.0097]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1422.31it/s, iter=294, step_size=0.893, tol=0.0097]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1421.34it/s, iter=295, step_size=0.893, tol=0.00968]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1418.46it/s, iter=295, step_size=0.893, tol=0.00968]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1417.51it/s, iter=296, step_size=0.893, tol=0.00967]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1414.63it/s, iter=296, step_size=0.893, tol=0.00967]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1413.67it/s, iter=297, step_size=0.893, tol=0.00965]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1410.84it/s, iter=297, step_size=0.893, tol=0.00965]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1409.00it/s, iter=298, step_size=0.893, tol=0.00963]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1406.14it/s, iter=298, step_size=0.893, tol=0.00963]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1405.20it/s, iter=299, step_size=0.893, tol=0.00961]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1402.37it/s, iter=299, step_size=0.893, tol=0.00961]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1401.26it/s, iter=300, step_size=0.893, tol=0.00959]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1398.29it/s, iter=300, step_size=0.893, tol=0.00959]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1397.36it/s, iter=301, step_size=0.893, tol=0.00958]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1394.56it/s, iter=301, step_size=0.893, tol=0.00958]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1393.64it/s, iter=302, step_size=0.893, tol=0.00956]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1390.88it/s, iter=302, step_size=0.893, tol=0.00956]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1389.95it/s, iter=303, step_size=0.893, tol=0.00954]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1387.15it/s, iter=303, step_size=0.893, tol=0.00954]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1386.22it/s, iter=304, step_size=0.893, tol=0.00953]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1383.49it/s, iter=304, step_size=0.893, tol=0.00953]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1382.60it/s, iter=305, step_size=0.893, tol=0.00951]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1379.89it/s, iter=305, step_size=0.893, tol=0.00951]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1378.98it/s, iter=306, step_size=0.893, tol=0.00949]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1376.24it/s, iter=306, step_size=0.893, tol=0.00949]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1375.34it/s, iter=307, step_size=0.893, tol=0.00947]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1371.48it/s, iter=307, step_size=0.893, tol=0.00947]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1370.07it/s, iter=308, step_size=0.893, tol=0.00946]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1367.00it/s, iter=308, step_size=0.893, tol=0.00946]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1366.06it/s, iter=309, step_size=0.893, tol=0.00944]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1363.27it/s, iter=309, step_size=0.893, tol=0.00944]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1362.35it/s, iter=310, step_size=0.893, tol=0.00942]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1359.58it/s, iter=310, step_size=0.893, tol=0.00942]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1358.44it/s, iter=311, step_size=0.893, tol=0.00941]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1354.78it/s, iter=311, step_size=0.893, tol=0.00941]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1353.90it/s, iter=312, step_size=0.893, tol=0.00939]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1351.29it/s, iter=312, step_size=0.893, tol=0.00939]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1350.42it/s, iter=313, step_size=0.893, tol=0.00937]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1347.82it/s, iter=313, step_size=0.893, tol=0.00937]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1346.96it/s, iter=314, step_size=0.893, tol=0.00936]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1344.33it/s, iter=314, step_size=0.893, tol=0.00936]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1343.46it/s, iter=315, step_size=0.893, tol=0.00934]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1340.88it/s, iter=315, step_size=0.893, tol=0.00934]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1339.97it/s, iter=316, step_size=0.893, tol=0.00932]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1336.92it/s, iter=316, step_size=0.893, tol=0.00932]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1335.65it/s, iter=317, step_size=0.893, tol=0.00931]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1332.94it/s, iter=317, step_size=0.893, tol=0.00931]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1331.95it/s, iter=318, step_size=0.893, tol=0.00929]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1329.38it/s, iter=318, step_size=0.893, tol=0.00929]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1328.55it/s, iter=319, step_size=0.893, tol=0.00927]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1326.04it/s, iter=319, step_size=0.893, tol=0.00927]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1325.20it/s, iter=320, step_size=0.893, tol=0.00926]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1322.73it/s, iter=320, step_size=0.893, tol=0.00926]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1321.89it/s, iter=321, step_size=0.893, tol=0.00924]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1319.40it/s, iter=321, step_size=0.893, tol=0.00924]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1318.58it/s, iter=322, step_size=0.893, tol=0.00923]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1316.05it/s, iter=322, step_size=0.893, tol=0.00923]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1315.22it/s, iter=323, step_size=0.893, tol=0.00921]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1312.73it/s, iter=323, step_size=0.893, tol=0.00921]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1311.90it/s, iter=324, step_size=0.893, tol=0.00919]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1309.47it/s, iter=324, step_size=0.893, tol=0.00919]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1308.64it/s, iter=325, step_size=0.893, tol=0.00918]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1306.21it/s, iter=325, step_size=0.893, tol=0.00918]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1305.40it/s, iter=326, step_size=0.893, tol=0.00916]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1302.65it/s, iter=326, step_size=0.893, tol=0.00916]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1301.00it/s, iter=327, step_size=0.893, tol=0.00915]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1296.82it/s, iter=327, step_size=0.893, tol=0.00915]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1295.75it/s, iter=328, step_size=0.893, tol=0.00913]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1292.18it/s, iter=328, step_size=0.893, tol=0.00913]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1290.86it/s, iter=329, step_size=0.893, tol=0.00912]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1288.08it/s, iter=329, step_size=0.893, tol=0.00912]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1287.29it/s, iter=330, step_size=0.893, tol=0.0091]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1284.79it/s, iter=330, step_size=0.893, tol=0.0091]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1283.67it/s, iter=331, step_size=0.893, tol=0.00909]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1280.85it/s, iter=331, step_size=0.893, tol=0.00909]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1279.94it/s, iter=332, step_size=0.893, tol=0.00907]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1277.44it/s, iter=332, step_size=0.893, tol=0.00907]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1276.66it/s, iter=333, step_size=0.893, tol=0.00906]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1274.33it/s, iter=333, step_size=0.893, tol=0.00906]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1273.32it/s, iter=334, step_size=0.893, tol=0.00904]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1270.98it/s, iter=334, step_size=0.893, tol=0.00904]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1269.52it/s, iter=335, step_size=0.893, tol=0.00902]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1267.14it/s, iter=335, step_size=0.893, tol=0.00902]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1266.37it/s, iter=336, step_size=0.893, tol=0.00901]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1264.06it/s, iter=336, step_size=0.893, tol=0.00901]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1263.29it/s, iter=337, step_size=0.893, tol=0.00899]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1261.01it/s, iter=337, step_size=0.893, tol=0.00899]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1260.26it/s, iter=338, step_size=0.893, tol=0.00898]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1257.99it/s, iter=338, step_size=0.893, tol=0.00898]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1257.24it/s, iter=339, step_size=0.893, tol=0.00896]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1254.94it/s, iter=339, step_size=0.893, tol=0.00896]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1254.19it/s, iter=340, step_size=0.893, tol=0.00895]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1251.95it/s, iter=340, step_size=0.893, tol=0.00895]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1251.20it/s, iter=341, step_size=0.893, tol=0.00894]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1248.99it/s, iter=341, step_size=0.893, tol=0.00894]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1248.21it/s, iter=342, step_size=0.893, tol=0.00892]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1245.96it/s, iter=342, step_size=0.893, tol=0.00892]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1245.22it/s, iter=343, step_size=0.893, tol=0.00891]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1243.00it/s, iter=343, step_size=0.893, tol=0.00891]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1242.27it/s, iter=344, step_size=0.893, tol=0.00889]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1240.05it/s, iter=344, step_size=0.893, tol=0.00889]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1238.74it/s, iter=345, step_size=0.893, tol=0.00888]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1236.55it/s, iter=345, step_size=0.893, tol=0.00888]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1235.82it/s, iter=346, step_size=0.893, tol=0.00886]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1233.62it/s, iter=346, step_size=0.893, tol=0.00886]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1232.89it/s, iter=347, step_size=0.893, tol=0.00885]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1230.72it/s, iter=347, step_size=0.893, tol=0.00885]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1230.00it/s, iter=348, step_size=0.893, tol=0.00883]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1227.84it/s, iter=348, step_size=0.893, tol=0.00883]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1227.13it/s, iter=349, step_size=0.893, tol=0.00882]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1224.98it/s, iter=349, step_size=0.893, tol=0.00882]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1224.28it/s, iter=350, step_size=0.893, tol=0.0088]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1222.11it/s, iter=350, step_size=0.893, tol=0.0088]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1221.39it/s, iter=351, step_size=0.893, tol=0.00879]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1219.25it/s, iter=351, step_size=0.893, tol=0.00879]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1218.54it/s, iter=352, step_size=0.893, tol=0.00878]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1216.42it/s, iter=352, step_size=0.893, tol=0.00878]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1215.71it/s, iter=353, step_size=0.893, tol=0.00876]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1213.29it/s, iter=353, step_size=0.893, tol=0.00876]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1212.58it/s, iter=354, step_size=0.893, tol=0.00875]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1210.16it/s, iter=354, step_size=0.893, tol=0.00875]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1209.35it/s, iter=355, step_size=0.893, tol=0.00873]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1206.95it/s, iter=355, step_size=0.893, tol=0.00873]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1206.25it/s, iter=356, step_size=0.893, tol=0.00872]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1204.17it/s, iter=356, step_size=0.893, tol=0.00872]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1203.49it/s, iter=357, step_size=0.893, tol=0.00871]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1201.44it/s, iter=357, step_size=0.893, tol=0.00871]
PGD: 4%|4 | 205/5000 [00:00<00:03, 1200.75it/s, iter=358, step_size=0.893, tol=0.00869]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1198.72it/s, iter=358, step_size=0.893, tol=0.00869]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1198.03it/s, iter=359, step_size=0.893, tol=0.00868]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1196.00it/s, iter=359, step_size=0.893, tol=0.00868]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1195.33it/s, iter=360, step_size=0.893, tol=0.00866]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1192.82it/s, iter=360, step_size=0.893, tol=0.00866]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1191.51it/s, iter=361, step_size=0.893, tol=0.00865]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1187.45it/s, iter=361, step_size=0.893, tol=0.00865]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1186.77it/s, iter=362, step_size=0.893, tol=0.00864]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1184.76it/s, iter=362, step_size=0.893, tol=0.00864]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1184.09it/s, iter=363, step_size=0.893, tol=0.00862]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1181.36it/s, iter=363, step_size=0.893, tol=0.00862]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1180.69it/s, iter=364, step_size=0.893, tol=0.00861]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1178.71it/s, iter=364, step_size=0.893, tol=0.00861]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1177.93it/s, iter=365, step_size=0.893, tol=0.0086]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1173.43it/s, iter=365, step_size=0.893, tol=0.0086]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1171.33it/s, iter=366, step_size=0.893, tol=0.00858]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1168.99it/s, iter=366, step_size=0.893, tol=0.00858]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1168.33it/s, iter=367, step_size=0.893, tol=0.00857]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1166.39it/s, iter=367, step_size=0.893, tol=0.00857]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1165.72it/s, iter=368, step_size=0.893, tol=0.00856]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1163.77it/s, iter=368, step_size=0.893, tol=0.00856]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1163.13it/s, iter=369, step_size=0.893, tol=0.00854]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1161.20it/s, iter=369, step_size=0.893, tol=0.00854]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1160.56it/s, iter=370, step_size=0.893, tol=0.00853]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1158.61it/s, iter=370, step_size=0.893, tol=0.00853]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1157.97it/s, iter=371, step_size=0.893, tol=0.00852]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1155.80it/s, iter=371, step_size=0.893, tol=0.00852]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1154.87it/s, iter=372, step_size=0.893, tol=0.0085]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1152.96it/s, iter=372, step_size=0.893, tol=0.0085]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1152.32it/s, iter=373, step_size=0.893, tol=0.00849]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1150.43it/s, iter=373, step_size=0.893, tol=0.00849]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1149.80it/s, iter=374, step_size=0.893, tol=0.00848]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1147.74it/s, iter=374, step_size=0.893, tol=0.00848]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1147.01it/s, iter=375, step_size=0.893, tol=0.00846]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1145.13it/s, iter=375, step_size=0.893, tol=0.00846]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1144.50it/s, iter=376, step_size=0.893, tol=0.00845]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1142.64it/s, iter=376, step_size=0.893, tol=0.00845]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1142.02it/s, iter=377, step_size=0.893, tol=0.00844]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1139.51it/s, iter=377, step_size=0.893, tol=0.00844]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1138.28it/s, iter=378, step_size=0.893, tol=0.00842]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1135.68it/s, iter=378, step_size=0.893, tol=0.00842]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1135.07it/s, iter=379, step_size=0.893, tol=0.00841]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1133.23it/s, iter=379, step_size=0.893, tol=0.00841]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1132.61it/s, iter=380, step_size=0.893, tol=0.0084]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1130.48it/s, iter=380, step_size=0.893, tol=0.0084]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1129.48it/s, iter=381, step_size=0.893, tol=0.00838]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1127.64it/s, iter=381, step_size=0.893, tol=0.00838]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1127.04it/s, iter=382, step_size=0.893, tol=0.00837]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1125.20it/s, iter=382, step_size=0.893, tol=0.00837]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1124.41it/s, iter=383, step_size=0.893, tol=0.00836]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1122.60it/s, iter=383, step_size=0.893, tol=0.00836]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1122.01it/s, iter=384, step_size=0.893, tol=0.00835]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1120.18it/s, iter=384, step_size=0.893, tol=0.00835]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1119.58it/s, iter=385, step_size=0.893, tol=0.00833]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1117.58it/s, iter=385, step_size=0.893, tol=0.00833]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1116.98it/s, iter=386, step_size=0.893, tol=0.00832]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1115.19it/s, iter=386, step_size=0.893, tol=0.00832]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1114.59it/s, iter=387, step_size=0.893, tol=0.00831]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1112.62it/s, iter=387, step_size=0.893, tol=0.00831]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1111.88it/s, iter=388, step_size=0.893, tol=0.0083]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1109.54it/s, iter=388, step_size=0.893, tol=0.0083]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1108.94it/s, iter=389, step_size=0.893, tol=0.00828]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1107.15it/s, iter=389, step_size=0.893, tol=0.00828]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1106.55it/s, iter=390, step_size=0.893, tol=0.00827]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1104.25it/s, iter=390, step_size=0.893, tol=0.00827]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1103.67it/s, iter=391, step_size=0.893, tol=0.00826]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1101.93it/s, iter=391, step_size=0.893, tol=0.00826]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1101.35it/s, iter=392, step_size=0.893, tol=0.00825]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1099.62it/s, iter=392, step_size=0.893, tol=0.00825]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1099.04it/s, iter=393, step_size=0.893, tol=0.00823]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1097.30it/s, iter=393, step_size=0.893, tol=0.00823]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1096.71it/s, iter=394, step_size=0.893, tol=0.00822]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1094.68it/s, iter=394, step_size=0.893, tol=0.00822]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1094.03it/s, iter=395, step_size=0.893, tol=0.00821]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1091.19it/s, iter=395, step_size=0.893, tol=0.00821]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1089.65it/s, iter=396, step_size=0.893, tol=0.0082]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1087.43it/s, iter=396, step_size=0.893, tol=0.0082]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1086.82it/s, iter=397, step_size=0.893, tol=0.00818]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1085.02it/s, iter=397, step_size=0.893, tol=0.00818]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1084.42it/s, iter=398, step_size=0.893, tol=0.00817]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1081.98it/s, iter=398, step_size=0.893, tol=0.00817]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1081.39it/s, iter=399, step_size=0.893, tol=0.00816]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1078.99it/s, iter=399, step_size=0.893, tol=0.00816]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1078.15it/s, iter=400, step_size=0.893, tol=0.00815]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1076.03it/s, iter=400, step_size=0.893, tol=0.00815]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1075.02it/s, iter=401, step_size=0.893, tol=0.00813]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1072.26it/s, iter=401, step_size=0.893, tol=0.00813]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1070.85it/s, iter=402, step_size=0.893, tol=0.00812]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1067.13it/s, iter=402, step_size=0.893, tol=0.00812]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1065.55it/s, iter=403, step_size=0.893, tol=0.00811]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1061.42it/s, iter=403, step_size=0.893, tol=0.00811]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1060.20it/s, iter=404, step_size=0.893, tol=0.0081]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1055.98it/s, iter=404, step_size=0.893, tol=0.0081]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1055.21it/s, iter=405, step_size=0.893, tol=0.00809]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1053.23it/s, iter=405, step_size=0.893, tol=0.00809]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1052.59it/s, iter=406, step_size=0.893, tol=0.00807]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1050.67it/s, iter=406, step_size=0.893, tol=0.00807]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1050.00it/s, iter=407, step_size=0.893, tol=0.00806]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1048.09it/s, iter=407, step_size=0.893, tol=0.00806]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1047.45it/s, iter=408, step_size=0.893, tol=0.00805]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1044.27it/s, iter=408, step_size=0.893, tol=0.00805]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1043.63it/s, iter=409, step_size=0.893, tol=0.00804]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1041.73it/s, iter=409, step_size=0.893, tol=0.00804]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1041.11it/s, iter=410, step_size=0.893, tol=0.00803]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1039.23it/s, iter=410, step_size=0.893, tol=0.00803]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1038.25it/s, iter=411, step_size=0.893, tol=0.00802]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1036.36it/s, iter=411, step_size=0.893, tol=0.00802]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1035.75it/s, iter=412, step_size=0.893, tol=0.008]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1033.84it/s, iter=412, step_size=0.893, tol=0.008]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1033.23it/s, iter=413, step_size=0.893, tol=0.00799]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1031.38it/s, iter=413, step_size=0.893, tol=0.00799]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1030.77it/s, iter=414, step_size=0.893, tol=0.00798]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1028.98it/s, iter=414, step_size=0.893, tol=0.00798]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1028.42it/s, iter=415, step_size=0.893, tol=0.00797]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1026.76it/s, iter=415, step_size=0.893, tol=0.00797]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1026.22it/s, iter=416, step_size=0.893, tol=0.00796]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1024.55it/s, iter=416, step_size=0.893, tol=0.00796]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1024.00it/s, iter=417, step_size=0.893, tol=0.00794]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1022.35it/s, iter=417, step_size=0.893, tol=0.00794]
PGD: 4%|4 | 205/5000 [00:00<00:04, 1021.80it/s, iter=418, step_size=0.893, tol=0.00793]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2087.68it/s, iter=418, step_size=0.893, tol=0.00793]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2084.35it/s, iter=418, step_size=0.893, tol=0.00793]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2083.23it/s, iter=419, step_size=0.893, tol=0.00792]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2079.06it/s, iter=419, step_size=0.893, tol=0.00792]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2077.95it/s, iter=420, step_size=0.893, tol=0.00791]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2071.43it/s, iter=420, step_size=0.893, tol=0.00791]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2069.95it/s, iter=421, step_size=0.893, tol=0.0079]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2063.90it/s, iter=421, step_size=0.893, tol=0.0079]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2062.82it/s, iter=422, step_size=0.893, tol=0.00789]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2059.56it/s, iter=422, step_size=0.893, tol=0.00789]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2058.48it/s, iter=423, step_size=0.893, tol=0.00788]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2053.70it/s, iter=423, step_size=0.893, tol=0.00788]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2051.62it/s, iter=424, step_size=0.893, tol=0.00786]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2048.07it/s, iter=424, step_size=0.893, tol=0.00786]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2046.88it/s, iter=425, step_size=0.893, tol=0.00785]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2043.31it/s, iter=425, step_size=0.893, tol=0.00785]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2042.14it/s, iter=426, step_size=0.893, tol=0.00784]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2037.96it/s, iter=426, step_size=0.893, tol=0.00784]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2036.78it/s, iter=427, step_size=0.893, tol=0.00783]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2033.30it/s, iter=427, step_size=0.893, tol=0.00783]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2032.14it/s, iter=428, step_size=0.893, tol=0.00782]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2028.68it/s, iter=428, step_size=0.893, tol=0.00782]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2027.51it/s, iter=429, step_size=0.893, tol=0.00781]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2024.01it/s, iter=429, step_size=0.893, tol=0.00781]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2022.86it/s, iter=430, step_size=0.893, tol=0.0078]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2018.73it/s, iter=430, step_size=0.893, tol=0.0078]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2017.22it/s, iter=431, step_size=0.893, tol=0.00779]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2012.53it/s, iter=431, step_size=0.893, tol=0.00779]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2010.16it/s, iter=432, step_size=0.893, tol=0.00777]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2004.04it/s, iter=432, step_size=0.893, tol=0.00777]
PGD: 8%|8 | 419/5000 [00:00<00:02, 2003.00it/s, iter=433, step_size=0.893, tol=0.00776]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1998.96it/s, iter=433, step_size=0.893, tol=0.00776]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1997.93it/s, iter=434, step_size=0.893, tol=0.00775]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1993.80it/s, iter=434, step_size=0.893, tol=0.00775]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1992.27it/s, iter=435, step_size=0.893, tol=0.00774]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1988.58it/s, iter=435, step_size=0.893, tol=0.00774]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1987.56it/s, iter=436, step_size=0.893, tol=0.00773]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1984.51it/s, iter=436, step_size=0.893, tol=0.00773]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1983.49it/s, iter=437, step_size=0.893, tol=0.00772]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1980.40it/s, iter=437, step_size=0.893, tol=0.00772]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1979.39it/s, iter=438, step_size=0.893, tol=0.00771]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1973.72it/s, iter=438, step_size=0.893, tol=0.00771]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1972.39it/s, iter=439, step_size=0.893, tol=0.0077]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1969.38it/s, iter=439, step_size=0.893, tol=0.0077]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1968.38it/s, iter=440, step_size=0.893, tol=0.00769]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1965.41it/s, iter=440, step_size=0.893, tol=0.00769]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1964.42it/s, iter=441, step_size=0.893, tol=0.00768]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1960.85it/s, iter=441, step_size=0.893, tol=0.00768]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1959.86it/s, iter=442, step_size=0.893, tol=0.00766]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1956.88it/s, iter=442, step_size=0.893, tol=0.00766]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1955.96it/s, iter=443, step_size=0.893, tol=0.00765]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1953.27it/s, iter=443, step_size=0.893, tol=0.00765]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1952.36it/s, iter=444, step_size=0.893, tol=0.00764]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1949.64it/s, iter=444, step_size=0.893, tol=0.00764]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1948.75it/s, iter=445, step_size=0.893, tol=0.00763]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1946.01it/s, iter=445, step_size=0.893, tol=0.00763]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1945.12it/s, iter=446, step_size=0.893, tol=0.00762]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1942.44it/s, iter=446, step_size=0.893, tol=0.00762]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1941.56it/s, iter=447, step_size=0.893, tol=0.00761]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1938.91it/s, iter=447, step_size=0.893, tol=0.00761]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1938.02it/s, iter=448, step_size=0.893, tol=0.0076]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1935.32it/s, iter=448, step_size=0.893, tol=0.0076]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1934.42it/s, iter=449, step_size=0.893, tol=0.00759]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1931.66it/s, iter=449, step_size=0.893, tol=0.00759]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1930.77it/s, iter=450, step_size=0.893, tol=0.00758]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1928.09it/s, iter=450, step_size=0.893, tol=0.00758]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1926.73it/s, iter=451, step_size=0.893, tol=0.00757]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1924.08it/s, iter=451, step_size=0.893, tol=0.00757]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1923.20it/s, iter=452, step_size=0.893, tol=0.00756]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1920.54it/s, iter=452, step_size=0.893, tol=0.00756]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1919.66it/s, iter=453, step_size=0.893, tol=0.00755]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1916.41it/s, iter=453, step_size=0.893, tol=0.00755]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1914.74it/s, iter=454, step_size=0.893, tol=0.00754]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1910.17it/s, iter=454, step_size=0.893, tol=0.00754]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1908.44it/s, iter=455, step_size=0.893, tol=0.00753]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1902.52it/s, iter=455, step_size=0.893, tol=0.00753]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1901.44it/s, iter=456, step_size=0.893, tol=0.00751]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1898.28it/s, iter=456, step_size=0.893, tol=0.00751]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1897.22it/s, iter=457, step_size=0.893, tol=0.0075]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1894.08it/s, iter=457, step_size=0.893, tol=0.0075]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1892.74it/s, iter=458, step_size=0.893, tol=0.00749]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1889.29it/s, iter=458, step_size=0.893, tol=0.00749]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1888.25it/s, iter=459, step_size=0.893, tol=0.00748]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1885.13it/s, iter=459, step_size=0.893, tol=0.00748]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1884.06it/s, iter=460, step_size=0.893, tol=0.00747]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1880.95it/s, iter=460, step_size=0.893, tol=0.00747]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1879.92it/s, iter=461, step_size=0.893, tol=0.00746]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1876.82it/s, iter=461, step_size=0.893, tol=0.00746]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1875.80it/s, iter=462, step_size=0.893, tol=0.00745]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1872.76it/s, iter=462, step_size=0.893, tol=0.00745]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1871.75it/s, iter=463, step_size=0.893, tol=0.00744]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1867.88it/s, iter=463, step_size=0.893, tol=0.00744]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1866.85it/s, iter=464, step_size=0.893, tol=0.00743]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1863.99it/s, iter=464, step_size=0.893, tol=0.00743]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1862.42it/s, iter=465, step_size=0.893, tol=0.00742]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1857.28it/s, iter=465, step_size=0.893, tol=0.00742]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1856.36it/s, iter=466, step_size=0.893, tol=0.00741]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1853.65it/s, iter=466, step_size=0.893, tol=0.00741]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1852.75it/s, iter=467, step_size=0.893, tol=0.0074]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1850.06it/s, iter=467, step_size=0.893, tol=0.0074]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1849.17it/s, iter=468, step_size=0.893, tol=0.00739]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1846.49it/s, iter=468, step_size=0.893, tol=0.00739]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1845.59it/s, iter=469, step_size=0.893, tol=0.00738]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1842.94it/s, iter=469, step_size=0.893, tol=0.00738]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1842.06it/s, iter=470, step_size=0.893, tol=0.00737]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1838.97it/s, iter=470, step_size=0.893, tol=0.00737]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1837.32it/s, iter=471, step_size=0.893, tol=0.00736]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1833.44it/s, iter=471, step_size=0.893, tol=0.00736]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1832.55it/s, iter=472, step_size=0.893, tol=0.00735]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1829.91it/s, iter=472, step_size=0.893, tol=0.00735]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1828.97it/s, iter=473, step_size=0.893, tol=0.00734]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1825.88it/s, iter=473, step_size=0.893, tol=0.00734]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1825.07it/s, iter=474, step_size=0.893, tol=0.00733]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1822.67it/s, iter=474, step_size=0.893, tol=0.00733]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1821.86it/s, iter=475, step_size=0.893, tol=0.00732]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1819.48it/s, iter=475, step_size=0.893, tol=0.00732]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1818.34it/s, iter=476, step_size=0.893, tol=0.00731]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1815.96it/s, iter=476, step_size=0.893, tol=0.00731]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1815.17it/s, iter=477, step_size=0.893, tol=0.0073]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1812.79it/s, iter=477, step_size=0.893, tol=0.0073]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1811.47it/s, iter=478, step_size=0.893, tol=0.00729]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1808.95it/s, iter=478, step_size=0.893, tol=0.00729]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1807.87it/s, iter=479, step_size=0.893, tol=0.00728]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1805.11it/s, iter=479, step_size=0.893, tol=0.00728]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1804.33it/s, iter=480, step_size=0.893, tol=0.00727]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1801.97it/s, iter=480, step_size=0.893, tol=0.00727]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1801.18it/s, iter=481, step_size=0.893, tol=0.00726]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1798.82it/s, iter=481, step_size=0.893, tol=0.00726]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1798.04it/s, iter=482, step_size=0.893, tol=0.00725]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1795.11it/s, iter=482, step_size=0.893, tol=0.00725]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1793.76it/s, iter=483, step_size=0.893, tol=0.00724]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1789.09it/s, iter=483, step_size=0.893, tol=0.00724]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1788.01it/s, iter=484, step_size=0.893, tol=0.00723]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1785.54it/s, iter=484, step_size=0.893, tol=0.00723]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1784.74it/s, iter=485, step_size=0.893, tol=0.00722]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1782.29it/s, iter=485, step_size=0.893, tol=0.00722]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1781.49it/s, iter=486, step_size=0.893, tol=0.00721]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1777.31it/s, iter=486, step_size=0.893, tol=0.00721]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1774.92it/s, iter=487, step_size=0.893, tol=0.0072]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1770.16it/s, iter=487, step_size=0.893, tol=0.0072]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1769.37it/s, iter=488, step_size=0.893, tol=0.00719]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1766.99it/s, iter=488, step_size=0.893, tol=0.00719]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1766.19it/s, iter=489, step_size=0.893, tol=0.00718]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1763.15it/s, iter=489, step_size=0.893, tol=0.00718]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1762.37it/s, iter=490, step_size=0.893, tol=0.00717]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1759.97it/s, iter=490, step_size=0.893, tol=0.00717]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1759.17it/s, iter=491, step_size=0.893, tol=0.00716]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1756.83it/s, iter=491, step_size=0.893, tol=0.00716]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1756.06it/s, iter=492, step_size=0.893, tol=0.00715]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1753.75it/s, iter=492, step_size=0.893, tol=0.00715]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1752.79it/s, iter=493, step_size=0.893, tol=0.00714]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1750.66it/s, iter=493, step_size=0.893, tol=0.00714]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1749.95it/s, iter=494, step_size=0.893, tol=0.00713]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1747.83it/s, iter=494, step_size=0.893, tol=0.00713]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1747.12it/s, iter=495, step_size=0.893, tol=0.00712]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1745.00it/s, iter=495, step_size=0.893, tol=0.00712]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1744.29it/s, iter=496, step_size=0.893, tol=0.00711]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1742.18it/s, iter=496, step_size=0.893, tol=0.00711]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1741.47it/s, iter=497, step_size=0.893, tol=0.00711]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1738.49it/s, iter=497, step_size=0.893, tol=0.00711]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1737.79it/s, iter=498, step_size=0.893, tol=0.0071]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1734.64it/s, iter=498, step_size=0.893, tol=0.0071]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1732.36it/s, iter=499, step_size=0.893, tol=0.00709]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1728.69it/s, iter=499, step_size=0.893, tol=0.00709]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1727.98it/s, iter=500, step_size=0.893, tol=0.00708]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1725.89it/s, iter=500, step_size=0.893, tol=0.00708]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1725.19it/s, iter=501, step_size=0.893, tol=0.00707]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1723.12it/s, iter=501, step_size=0.893, tol=0.00707]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1722.43it/s, iter=502, step_size=0.893, tol=0.00706]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1720.37it/s, iter=502, step_size=0.893, tol=0.00706]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1719.68it/s, iter=503, step_size=0.893, tol=0.00705]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1715.84it/s, iter=503, step_size=0.893, tol=0.00705]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1714.76it/s, iter=504, step_size=0.893, tol=0.00704]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1712.50it/s, iter=504, step_size=0.893, tol=0.00704]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1711.75it/s, iter=505, step_size=0.893, tol=0.00703]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1709.50it/s, iter=505, step_size=0.893, tol=0.00703]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1708.76it/s, iter=506, step_size=0.893, tol=0.00702]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1705.66it/s, iter=506, step_size=0.893, tol=0.00702]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1704.89it/s, iter=507, step_size=0.893, tol=0.00701]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1702.65it/s, iter=507, step_size=0.893, tol=0.00701]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1701.90it/s, iter=508, step_size=0.893, tol=0.007]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1699.68it/s, iter=508, step_size=0.893, tol=0.007]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1698.93it/s, iter=509, step_size=0.893, tol=0.00699]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1696.72it/s, iter=509, step_size=0.893, tol=0.00699]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1695.99it/s, iter=510, step_size=0.893, tol=0.00698]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1693.74it/s, iter=510, step_size=0.893, tol=0.00698]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1693.01it/s, iter=511, step_size=0.893, tol=0.00697]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1690.82it/s, iter=511, step_size=0.893, tol=0.00697]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1690.08it/s, iter=512, step_size=0.893, tol=0.00696]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1687.89it/s, iter=512, step_size=0.893, tol=0.00696]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1687.16it/s, iter=513, step_size=0.893, tol=0.00696]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1684.87it/s, iter=513, step_size=0.893, tol=0.00696]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1684.01it/s, iter=514, step_size=0.893, tol=0.00695]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1681.80it/s, iter=514, step_size=0.893, tol=0.00695]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1681.14it/s, iter=515, step_size=0.893, tol=0.00694]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1678.60it/s, iter=515, step_size=0.893, tol=0.00694]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1677.93it/s, iter=516, step_size=0.893, tol=0.00693]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1675.94it/s, iter=516, step_size=0.893, tol=0.00693]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1675.27it/s, iter=517, step_size=0.893, tol=0.00692]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1673.28it/s, iter=517, step_size=0.893, tol=0.00692]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1672.62it/s, iter=518, step_size=0.893, tol=0.00691]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1670.29it/s, iter=518, step_size=0.893, tol=0.00691]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1669.36it/s, iter=519, step_size=0.893, tol=0.0069]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1667.39it/s, iter=519, step_size=0.893, tol=0.0069]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1666.73it/s, iter=520, step_size=0.893, tol=0.00689]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1664.76it/s, iter=520, step_size=0.893, tol=0.00689]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1663.79it/s, iter=521, step_size=0.893, tol=0.00688]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1660.06it/s, iter=521, step_size=0.893, tol=0.00688]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1658.44it/s, iter=522, step_size=0.893, tol=0.00687]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1654.95it/s, iter=522, step_size=0.893, tol=0.00687]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1653.77it/s, iter=523, step_size=0.893, tol=0.00686]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1649.75it/s, iter=523, step_size=0.893, tol=0.00686]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1648.48it/s, iter=524, step_size=0.893, tol=0.00686]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1645.97it/s, iter=524, step_size=0.893, tol=0.00686]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1645.13it/s, iter=525, step_size=0.893, tol=0.00685]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1642.58it/s, iter=525, step_size=0.893, tol=0.00685]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1641.74it/s, iter=526, step_size=0.893, tol=0.00684]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1639.25it/s, iter=526, step_size=0.893, tol=0.00684]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1638.42it/s, iter=527, step_size=0.893, tol=0.00683]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1635.73it/s, iter=527, step_size=0.893, tol=0.00683]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1634.91it/s, iter=528, step_size=0.893, tol=0.00682]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1632.43it/s, iter=528, step_size=0.893, tol=0.00682]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1631.61it/s, iter=529, step_size=0.893, tol=0.00681]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1629.15it/s, iter=529, step_size=0.893, tol=0.00681]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1628.13it/s, iter=530, step_size=0.893, tol=0.0068]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1624.12it/s, iter=530, step_size=0.893, tol=0.0068]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1622.49it/s, iter=531, step_size=0.893, tol=0.00679]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1619.62it/s, iter=531, step_size=0.893, tol=0.00679]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1618.80it/s, iter=532, step_size=0.893, tol=0.00678]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1616.41it/s, iter=532, step_size=0.893, tol=0.00678]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1615.68it/s, iter=533, step_size=0.893, tol=0.00678]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1613.53it/s, iter=533, step_size=0.893, tol=0.00678]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1612.48it/s, iter=534, step_size=0.893, tol=0.00677]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1609.06it/s, iter=534, step_size=0.893, tol=0.00677]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1608.34it/s, iter=535, step_size=0.893, tol=0.00676]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1606.18it/s, iter=535, step_size=0.893, tol=0.00676]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1605.47it/s, iter=536, step_size=0.893, tol=0.00675]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1603.01it/s, iter=536, step_size=0.893, tol=0.00675]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1602.11it/s, iter=537, step_size=0.893, tol=0.00674]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1599.94it/s, iter=537, step_size=0.893, tol=0.00674]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1599.23it/s, iter=538, step_size=0.893, tol=0.00673]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1597.11it/s, iter=538, step_size=0.893, tol=0.00673]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1596.40it/s, iter=539, step_size=0.893, tol=0.00672]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1594.28it/s, iter=539, step_size=0.893, tol=0.00672]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1593.58it/s, iter=540, step_size=0.893, tol=0.00671]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1591.48it/s, iter=540, step_size=0.893, tol=0.00671]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1590.79it/s, iter=541, step_size=0.893, tol=0.00671]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1588.71it/s, iter=541, step_size=0.893, tol=0.00671]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1588.02it/s, iter=542, step_size=0.893, tol=0.0067]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1585.97it/s, iter=542, step_size=0.893, tol=0.0067]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1585.34it/s, iter=543, step_size=0.893, tol=0.00669]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1583.41it/s, iter=543, step_size=0.893, tol=0.00669]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1582.77it/s, iter=544, step_size=0.893, tol=0.00668]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1580.89it/s, iter=544, step_size=0.893, tol=0.00668]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1580.25it/s, iter=545, step_size=0.893, tol=0.00667]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1577.94it/s, iter=545, step_size=0.893, tol=0.00667]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1577.31it/s, iter=546, step_size=0.893, tol=0.00666]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1575.44it/s, iter=546, step_size=0.893, tol=0.00666]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1574.82it/s, iter=547, step_size=0.893, tol=0.00665]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1572.95it/s, iter=547, step_size=0.893, tol=0.00665]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1572.32it/s, iter=548, step_size=0.893, tol=0.00665]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1570.44it/s, iter=548, step_size=0.893, tol=0.00665]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1569.82it/s, iter=549, step_size=0.893, tol=0.00664]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1567.93it/s, iter=549, step_size=0.893, tol=0.00664]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1567.31it/s, iter=550, step_size=0.893, tol=0.00663]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1565.46it/s, iter=550, step_size=0.893, tol=0.00663]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1564.81it/s, iter=551, step_size=0.893, tol=0.00662]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1560.78it/s, iter=551, step_size=0.893, tol=0.00662]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1559.88it/s, iter=552, step_size=0.893, tol=0.00661]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1556.86it/s, iter=552, step_size=0.893, tol=0.00661]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1556.14it/s, iter=553, step_size=0.893, tol=0.0066]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1553.70it/s, iter=553, step_size=0.893, tol=0.0066]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1553.00it/s, iter=554, step_size=0.893, tol=0.00659]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1550.90it/s, iter=554, step_size=0.893, tol=0.00659]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1550.20it/s, iter=555, step_size=0.893, tol=0.00659]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1548.11it/s, iter=555, step_size=0.893, tol=0.00659]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1547.42it/s, iter=556, step_size=0.893, tol=0.00658]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1545.32it/s, iter=556, step_size=0.893, tol=0.00658]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1544.63it/s, iter=557, step_size=0.893, tol=0.00657]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1542.54it/s, iter=557, step_size=0.893, tol=0.00657]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1541.79it/s, iter=558, step_size=0.893, tol=0.00656]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1539.70it/s, iter=558, step_size=0.893, tol=0.00656]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1539.00it/s, iter=559, step_size=0.893, tol=0.00655]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1536.93it/s, iter=559, step_size=0.893, tol=0.00655]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1536.25it/s, iter=560, step_size=0.893, tol=0.00654]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1534.18it/s, iter=560, step_size=0.893, tol=0.00654]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1533.49it/s, iter=561, step_size=0.893, tol=0.00654]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1531.12it/s, iter=561, step_size=0.893, tol=0.00654]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1530.43it/s, iter=562, step_size=0.893, tol=0.00653]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1528.34it/s, iter=562, step_size=0.893, tol=0.00653]
PGD: 8%|8 | 419/5000 [00:00<00:02, 1527.07it/s, iter=563, step_size=0.893, tol=0.00652]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1524.04it/s, iter=563, step_size=0.893, tol=0.00652]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1523.16it/s, iter=564, step_size=0.893, tol=0.00651]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1520.39it/s, iter=564, step_size=0.893, tol=0.00651]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1519.15it/s, iter=565, step_size=0.893, tol=0.0065]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1515.38it/s, iter=565, step_size=0.893, tol=0.0065]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1514.77it/s, iter=566, step_size=0.893, tol=0.00649]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1512.96it/s, iter=566, step_size=0.893, tol=0.00649]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1512.27it/s, iter=567, step_size=0.893, tol=0.00649]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1509.95it/s, iter=567, step_size=0.893, tol=0.00649]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1509.35it/s, iter=568, step_size=0.893, tol=0.00648]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1507.34it/s, iter=568, step_size=0.893, tol=0.00648]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1506.53it/s, iter=569, step_size=0.893, tol=0.00647]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1504.75it/s, iter=569, step_size=0.893, tol=0.00647]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1504.16it/s, iter=570, step_size=0.893, tol=0.00646]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1502.40it/s, iter=570, step_size=0.893, tol=0.00646]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1501.80it/s, iter=571, step_size=0.893, tol=0.00645]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1500.09it/s, iter=571, step_size=0.893, tol=0.00645]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1499.55it/s, iter=572, step_size=0.893, tol=0.00645]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1497.91it/s, iter=572, step_size=0.893, tol=0.00645]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1497.37it/s, iter=573, step_size=0.893, tol=0.00644]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1495.75it/s, iter=573, step_size=0.893, tol=0.00644]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1495.21it/s, iter=574, step_size=0.893, tol=0.00643]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1493.61it/s, iter=574, step_size=0.893, tol=0.00643]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1493.08it/s, iter=575, step_size=0.893, tol=0.00642]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1491.44it/s, iter=575, step_size=0.893, tol=0.00642]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1490.90it/s, iter=576, step_size=0.893, tol=0.00641]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1488.96it/s, iter=576, step_size=0.893, tol=0.00641]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1488.33it/s, iter=577, step_size=0.893, tol=0.00641]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1486.65it/s, iter=577, step_size=0.893, tol=0.00641]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1486.11it/s, iter=578, step_size=0.893, tol=0.0064]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1484.52it/s, iter=578, step_size=0.893, tol=0.0064]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1483.99it/s, iter=579, step_size=0.893, tol=0.00639]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1482.39it/s, iter=579, step_size=0.893, tol=0.00639]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1481.86it/s, iter=580, step_size=0.893, tol=0.00638]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1480.28it/s, iter=580, step_size=0.893, tol=0.00638]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1479.76it/s, iter=581, step_size=0.893, tol=0.00637]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1478.18it/s, iter=581, step_size=0.893, tol=0.00637]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1477.66it/s, iter=582, step_size=0.893, tol=0.00636]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1475.21it/s, iter=582, step_size=0.893, tol=0.00636]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1473.98it/s, iter=583, step_size=0.893, tol=0.00636]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1472.04it/s, iter=583, step_size=0.893, tol=0.00636]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1471.40it/s, iter=584, step_size=0.893, tol=0.00635]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1469.32it/s, iter=584, step_size=0.893, tol=0.00635]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1468.55it/s, iter=585, step_size=0.893, tol=0.00634]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1466.26it/s, iter=585, step_size=0.893, tol=0.00634]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1465.63it/s, iter=586, step_size=0.893, tol=0.00633]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1463.74it/s, iter=586, step_size=0.893, tol=0.00633]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1463.11it/s, iter=587, step_size=0.893, tol=0.00633]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1461.21it/s, iter=587, step_size=0.893, tol=0.00633]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1460.59it/s, iter=588, step_size=0.893, tol=0.00632]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1458.69it/s, iter=588, step_size=0.893, tol=0.00632]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1458.07it/s, iter=589, step_size=0.893, tol=0.00631]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1456.22it/s, iter=589, step_size=0.893, tol=0.00631]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1455.59it/s, iter=590, step_size=0.893, tol=0.0063]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1453.75it/s, iter=590, step_size=0.893, tol=0.0063]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1453.13it/s, iter=591, step_size=0.893, tol=0.00629]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1451.27it/s, iter=591, step_size=0.893, tol=0.00629]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1450.65it/s, iter=592, step_size=0.893, tol=0.00629]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1448.85it/s, iter=592, step_size=0.893, tol=0.00629]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1448.30it/s, iter=593, step_size=0.893, tol=0.00628]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1446.44it/s, iter=593, step_size=0.893, tol=0.00628]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1445.89it/s, iter=594, step_size=0.893, tol=0.00627]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1444.26it/s, iter=594, step_size=0.893, tol=0.00627]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1443.71it/s, iter=595, step_size=0.893, tol=0.00626]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1442.05it/s, iter=595, step_size=0.893, tol=0.00626]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1441.51it/s, iter=596, step_size=0.893, tol=0.00625]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1438.91it/s, iter=596, step_size=0.893, tol=0.00625]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1437.95it/s, iter=597, step_size=0.893, tol=0.00625]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1433.28it/s, iter=597, step_size=0.893, tol=0.00625]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1431.67it/s, iter=598, step_size=0.893, tol=0.00624]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1427.98it/s, iter=598, step_size=0.893, tol=0.00624]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1427.19it/s, iter=599, step_size=0.893, tol=0.00623]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1424.52it/s, iter=599, step_size=0.893, tol=0.00623]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1423.83it/s, iter=600, step_size=0.893, tol=0.00622]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1421.98it/s, iter=600, step_size=0.893, tol=0.00622]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1421.41it/s, iter=601, step_size=0.893, tol=0.00622]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1419.66it/s, iter=601, step_size=0.893, tol=0.00622]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1419.09it/s, iter=602, step_size=0.893, tol=0.00621]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1417.39it/s, iter=602, step_size=0.893, tol=0.00621]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1416.82it/s, iter=603, step_size=0.893, tol=0.0062]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1415.13it/s, iter=603, step_size=0.893, tol=0.0062]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1414.57it/s, iter=604, step_size=0.893, tol=0.00619]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1412.90it/s, iter=604, step_size=0.893, tol=0.00619]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1412.34it/s, iter=605, step_size=0.893, tol=0.00619]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1410.65it/s, iter=605, step_size=0.893, tol=0.00619]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1410.10it/s, iter=606, step_size=0.893, tol=0.00618]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1408.10it/s, iter=606, step_size=0.893, tol=0.00618]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1407.53it/s, iter=607, step_size=0.893, tol=0.00617]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1405.84it/s, iter=607, step_size=0.893, tol=0.00617]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1405.28it/s, iter=608, step_size=0.893, tol=0.00616]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1403.61it/s, iter=608, step_size=0.893, tol=0.00616]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1403.05it/s, iter=609, step_size=0.893, tol=0.00616]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1401.40it/s, iter=609, step_size=0.893, tol=0.00616]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1400.83it/s, iter=610, step_size=0.893, tol=0.00615]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1399.30it/s, iter=610, step_size=0.893, tol=0.00615]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1398.79it/s, iter=611, step_size=0.893, tol=0.00614]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1396.41it/s, iter=611, step_size=0.893, tol=0.00614]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1395.50it/s, iter=612, step_size=0.893, tol=0.00613]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1393.81it/s, iter=612, step_size=0.893, tol=0.00613]
PGD: 8%|8 | 419/5000 [00:00<00:03, 1393.32it/s, iter=613, step_size=0.893, tol=0.00613]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2041.24it/s, iter=613, step_size=0.893, tol=0.00613]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2039.07it/s, iter=613, step_size=0.893, tol=0.00613]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2038.31it/s, iter=614, step_size=0.893, tol=0.00612]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2035.54it/s, iter=614, step_size=0.893, tol=0.00612]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2034.81it/s, iter=615, step_size=0.893, tol=0.00611]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2032.63it/s, iter=615, step_size=0.893, tol=0.00611]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2031.91it/s, iter=616, step_size=0.893, tol=0.0061]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2029.73it/s, iter=616, step_size=0.893, tol=0.0061]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2029.01it/s, iter=617, step_size=0.893, tol=0.0061]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2026.84it/s, iter=617, step_size=0.893, tol=0.0061]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2026.13it/s, iter=618, step_size=0.893, tol=0.00609]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2023.93it/s, iter=618, step_size=0.893, tol=0.00609]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2023.21it/s, iter=619, step_size=0.893, tol=0.00608]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2021.06it/s, iter=619, step_size=0.893, tol=0.00608]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2020.35it/s, iter=620, step_size=0.893, tol=0.00607]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2018.22it/s, iter=620, step_size=0.893, tol=0.00607]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2017.56it/s, iter=621, step_size=0.893, tol=0.00607]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2015.60it/s, iter=621, step_size=0.893, tol=0.00607]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2014.94it/s, iter=622, step_size=0.893, tol=0.00606]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2012.97it/s, iter=622, step_size=0.893, tol=0.00606]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2012.31it/s, iter=623, step_size=0.893, tol=0.00605]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2009.83it/s, iter=623, step_size=0.893, tol=0.00605]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2009.17it/s, iter=624, step_size=0.893, tol=0.00604]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2007.23it/s, iter=624, step_size=0.893, tol=0.00604]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2006.58it/s, iter=625, step_size=0.893, tol=0.00604]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2004.64it/s, iter=625, step_size=0.893, tol=0.00604]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2003.98it/s, iter=626, step_size=0.893, tol=0.00603]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2002.05it/s, iter=626, step_size=0.893, tol=0.00603]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 2001.38it/s, iter=627, step_size=0.893, tol=0.00602]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1999.41it/s, iter=627, step_size=0.893, tol=0.00602]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1998.77it/s, iter=628, step_size=0.893, tol=0.00601]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1996.47it/s, iter=628, step_size=0.893, tol=0.00601]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1995.25it/s, iter=629, step_size=0.893, tol=0.00601]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1989.38it/s, iter=629, step_size=0.893, tol=0.00601]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1988.71it/s, iter=630, step_size=0.893, tol=0.006]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1986.69it/s, iter=630, step_size=0.893, tol=0.006]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1986.06it/s, iter=631, step_size=0.893, tol=0.00599]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1983.36it/s, iter=631, step_size=0.893, tol=0.00599]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1982.62it/s, iter=632, step_size=0.893, tol=0.00599]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1980.72it/s, iter=632, step_size=0.893, tol=0.00599]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1980.10it/s, iter=633, step_size=0.893, tol=0.00598]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1978.22it/s, iter=633, step_size=0.893, tol=0.00598]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1977.60it/s, iter=634, step_size=0.893, tol=0.00597]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1975.69it/s, iter=634, step_size=0.893, tol=0.00597]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1975.06it/s, iter=635, step_size=0.893, tol=0.00596]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1973.17it/s, iter=635, step_size=0.893, tol=0.00596]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1972.55it/s, iter=636, step_size=0.893, tol=0.00596]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1970.68it/s, iter=636, step_size=0.893, tol=0.00596]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1970.05it/s, iter=637, step_size=0.893, tol=0.00595]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1968.00it/s, iter=637, step_size=0.893, tol=0.00595]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1967.39it/s, iter=638, step_size=0.893, tol=0.00594]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1965.54it/s, iter=638, step_size=0.893, tol=0.00594]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1964.93it/s, iter=639, step_size=0.893, tol=0.00594]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1963.05it/s, iter=639, step_size=0.893, tol=0.00594]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1962.42it/s, iter=640, step_size=0.893, tol=0.00593]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1960.58it/s, iter=640, step_size=0.893, tol=0.00593]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1959.96it/s, iter=641, step_size=0.893, tol=0.00592]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1957.71it/s, iter=641, step_size=0.893, tol=0.00592]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1957.09it/s, iter=642, step_size=0.893, tol=0.00591]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1955.26it/s, iter=642, step_size=0.893, tol=0.00591]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1954.66it/s, iter=643, step_size=0.893, tol=0.00591]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1952.81it/s, iter=643, step_size=0.893, tol=0.00591]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1952.20it/s, iter=644, step_size=0.893, tol=0.0059]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1950.19it/s, iter=644, step_size=0.893, tol=0.0059]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1949.59it/s, iter=645, step_size=0.893, tol=0.00589]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1947.79it/s, iter=645, step_size=0.893, tol=0.00589]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1947.19it/s, iter=646, step_size=0.893, tol=0.00589]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1945.40it/s, iter=646, step_size=0.893, tol=0.00589]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1944.80it/s, iter=647, step_size=0.893, tol=0.00588]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1941.33it/s, iter=647, step_size=0.893, tol=0.00588]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1940.73it/s, iter=648, step_size=0.893, tol=0.00587]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1938.94it/s, iter=648, step_size=0.893, tol=0.00587]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1938.34it/s, iter=649, step_size=0.893, tol=0.00586]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1936.56it/s, iter=649, step_size=0.893, tol=0.00586]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1935.97it/s, iter=650, step_size=0.893, tol=0.00586]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1933.60it/s, iter=650, step_size=0.893, tol=0.00586]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1933.01it/s, iter=651, step_size=0.893, tol=0.00585]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1931.20it/s, iter=651, step_size=0.893, tol=0.00585]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1930.60it/s, iter=652, step_size=0.893, tol=0.00584]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1928.45it/s, iter=652, step_size=0.893, tol=0.00584]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1927.80it/s, iter=653, step_size=0.893, tol=0.00584]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1925.94it/s, iter=653, step_size=0.893, tol=0.00584]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1925.32it/s, iter=654, step_size=0.893, tol=0.00583]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1922.93it/s, iter=654, step_size=0.893, tol=0.00583]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1922.28it/s, iter=655, step_size=0.893, tol=0.00582]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1920.32it/s, iter=655, step_size=0.893, tol=0.00582]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1919.67it/s, iter=656, step_size=0.893, tol=0.00582]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1917.73it/s, iter=656, step_size=0.893, tol=0.00582]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1917.08it/s, iter=657, step_size=0.893, tol=0.00581]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1915.16it/s, iter=657, step_size=0.893, tol=0.00581]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1914.52it/s, iter=658, step_size=0.893, tol=0.0058]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1912.53it/s, iter=658, step_size=0.893, tol=0.0058]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1911.88it/s, iter=659, step_size=0.893, tol=0.0058]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1909.52it/s, iter=659, step_size=0.893, tol=0.0058]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1908.88it/s, iter=660, step_size=0.893, tol=0.00579]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1906.76it/s, iter=660, step_size=0.893, tol=0.00579]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1906.13it/s, iter=661, step_size=0.893, tol=0.00578]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1904.23it/s, iter=661, step_size=0.893, tol=0.00578]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1903.60it/s, iter=662, step_size=0.893, tol=0.00577]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1901.44it/s, iter=662, step_size=0.893, tol=0.00577]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1900.80it/s, iter=663, step_size=0.893, tol=0.00577]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1898.09it/s, iter=663, step_size=0.893, tol=0.00577]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1897.37it/s, iter=664, step_size=0.893, tol=0.00576]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1894.50it/s, iter=664, step_size=0.893, tol=0.00576]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1893.34it/s, iter=665, step_size=0.893, tol=0.00575]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1889.42it/s, iter=665, step_size=0.893, tol=0.00575]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1887.94it/s, iter=666, step_size=0.893, tol=0.00575]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1884.18it/s, iter=666, step_size=0.893, tol=0.00575]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1882.42it/s, iter=667, step_size=0.893, tol=0.00574]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1878.96it/s, iter=667, step_size=0.893, tol=0.00574]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1878.16it/s, iter=668, step_size=0.893, tol=0.00573]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1875.12it/s, iter=668, step_size=0.893, tol=0.00573]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1874.33it/s, iter=669, step_size=0.893, tol=0.00573]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1872.01it/s, iter=669, step_size=0.893, tol=0.00573]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1871.27it/s, iter=670, step_size=0.893, tol=0.00572]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1869.10it/s, iter=670, step_size=0.893, tol=0.00572]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1868.38it/s, iter=671, step_size=0.893, tol=0.00571]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1866.11it/s, iter=671, step_size=0.893, tol=0.00571]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1865.22it/s, iter=672, step_size=0.893, tol=0.00571]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1862.83it/s, iter=672, step_size=0.893, tol=0.00571]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1862.24it/s, iter=673, step_size=0.893, tol=0.0057]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1860.49it/s, iter=673, step_size=0.893, tol=0.0057]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1859.91it/s, iter=674, step_size=0.893, tol=0.00569]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1858.17it/s, iter=674, step_size=0.893, tol=0.00569]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1857.59it/s, iter=675, step_size=0.893, tol=0.00569]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1855.83it/s, iter=675, step_size=0.893, tol=0.00569]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1855.25it/s, iter=676, step_size=0.893, tol=0.00568]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1853.53it/s, iter=676, step_size=0.893, tol=0.00568]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1852.94it/s, iter=677, step_size=0.893, tol=0.00567]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1851.23it/s, iter=677, step_size=0.893, tol=0.00567]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1850.36it/s, iter=678, step_size=0.893, tol=0.00567]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1847.39it/s, iter=678, step_size=0.893, tol=0.00567]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1846.79it/s, iter=679, step_size=0.893, tol=0.00566]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1845.06it/s, iter=679, step_size=0.893, tol=0.00566]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1844.48it/s, iter=680, step_size=0.893, tol=0.00565]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1842.67it/s, iter=680, step_size=0.893, tol=0.00565]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1841.76it/s, iter=681, step_size=0.893, tol=0.00565]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1839.85it/s, iter=681, step_size=0.893, tol=0.00565]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1839.28it/s, iter=682, step_size=0.893, tol=0.00564]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1837.55it/s, iter=682, step_size=0.893, tol=0.00564]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1837.01it/s, iter=683, step_size=0.893, tol=0.00563]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1835.24it/s, iter=683, step_size=0.893, tol=0.00563]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1834.71it/s, iter=684, step_size=0.893, tol=0.00563]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1831.96it/s, iter=684, step_size=0.893, tol=0.00563]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1830.90it/s, iter=685, step_size=0.893, tol=0.00562]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1827.95it/s, iter=685, step_size=0.893, tol=0.00562]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1827.17it/s, iter=686, step_size=0.893, tol=0.00561]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1825.58it/s, iter=686, step_size=0.893, tol=0.00561]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1825.05it/s, iter=687, step_size=0.893, tol=0.00561]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1823.46it/s, iter=687, step_size=0.893, tol=0.00561]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1822.94it/s, iter=688, step_size=0.893, tol=0.0056]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1821.35it/s, iter=688, step_size=0.893, tol=0.0056]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1820.82it/s, iter=689, step_size=0.893, tol=0.00559]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1818.71it/s, iter=689, step_size=0.893, tol=0.00559]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1818.17it/s, iter=690, step_size=0.893, tol=0.00559]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1816.60it/s, iter=690, step_size=0.893, tol=0.00559]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1816.07it/s, iter=691, step_size=0.893, tol=0.00558]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1814.51it/s, iter=691, step_size=0.893, tol=0.00558]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1813.96it/s, iter=692, step_size=0.893, tol=0.00558]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1812.39it/s, iter=692, step_size=0.893, tol=0.00558]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1811.87it/s, iter=693, step_size=0.893, tol=0.00557]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1810.30it/s, iter=693, step_size=0.893, tol=0.00557]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1809.77it/s, iter=694, step_size=0.893, tol=0.00556]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1808.23it/s, iter=694, step_size=0.893, tol=0.00556]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1807.71it/s, iter=695, step_size=0.893, tol=0.00556]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1804.93it/s, iter=695, step_size=0.893, tol=0.00556]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1804.33it/s, iter=696, step_size=0.893, tol=0.00555]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1802.79it/s, iter=696, step_size=0.893, tol=0.00555]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1802.19it/s, iter=697, step_size=0.893, tol=0.00554]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1799.44it/s, iter=697, step_size=0.893, tol=0.00554]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1797.91it/s, iter=698, step_size=0.893, tol=0.00554]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1794.40it/s, iter=698, step_size=0.893, tol=0.00554]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1793.44it/s, iter=699, step_size=0.893, tol=0.00553]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1791.01it/s, iter=699, step_size=0.893, tol=0.00553]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1790.46it/s, iter=700, step_size=0.893, tol=0.00552]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1788.22it/s, iter=700, step_size=0.893, tol=0.00552]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1787.71it/s, iter=701, step_size=0.893, tol=0.00552]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1786.01it/s, iter=701, step_size=0.893, tol=0.00552]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1785.51it/s, iter=702, step_size=0.893, tol=0.00551]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1783.97it/s, iter=702, step_size=0.893, tol=0.00551]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1783.46it/s, iter=703, step_size=0.893, tol=0.0055]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1781.96it/s, iter=703, step_size=0.893, tol=0.0055]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1781.46it/s, iter=704, step_size=0.893, tol=0.0055]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1779.96it/s, iter=704, step_size=0.893, tol=0.0055]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1779.43it/s, iter=705, step_size=0.893, tol=0.00549]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1777.52it/s, iter=705, step_size=0.893, tol=0.00549]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1776.91it/s, iter=706, step_size=0.893, tol=0.00549]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1775.39it/s, iter=706, step_size=0.893, tol=0.00549]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1774.89it/s, iter=707, step_size=0.893, tol=0.00548]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1773.40it/s, iter=707, step_size=0.893, tol=0.00548]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1772.90it/s, iter=708, step_size=0.893, tol=0.00547]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1771.42it/s, iter=708, step_size=0.893, tol=0.00547]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1770.84it/s, iter=709, step_size=0.893, tol=0.00547]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1769.29it/s, iter=709, step_size=0.893, tol=0.00547]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1768.80it/s, iter=710, step_size=0.893, tol=0.00546]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1767.33it/s, iter=710, step_size=0.893, tol=0.00546]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1766.82it/s, iter=711, step_size=0.893, tol=0.00545]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1764.85it/s, iter=711, step_size=0.893, tol=0.00545]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1763.77it/s, iter=712, step_size=0.893, tol=0.00545]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1761.65it/s, iter=712, step_size=0.893, tol=0.00545]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1760.94it/s, iter=713, step_size=0.893, tol=0.00544]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1758.96it/s, iter=713, step_size=0.893, tol=0.00544]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1758.44it/s, iter=714, step_size=0.893, tol=0.00544]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1756.49it/s, iter=714, step_size=0.893, tol=0.00544]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1755.97it/s, iter=715, step_size=0.893, tol=0.00543]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1754.18it/s, iter=715, step_size=0.893, tol=0.00543]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1753.67it/s, iter=716, step_size=0.893, tol=0.00542]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1752.12it/s, iter=716, step_size=0.893, tol=0.00542]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1751.61it/s, iter=717, step_size=0.893, tol=0.00542]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1750.07it/s, iter=717, step_size=0.893, tol=0.00542]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1749.45it/s, iter=718, step_size=0.893, tol=0.00541]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1747.55it/s, iter=718, step_size=0.893, tol=0.00541]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1746.38it/s, iter=719, step_size=0.893, tol=0.0054]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1743.65it/s, iter=719, step_size=0.893, tol=0.0054]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1742.85it/s, iter=720, step_size=0.893, tol=0.0054]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1740.69it/s, iter=720, step_size=0.893, tol=0.0054]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1740.21it/s, iter=721, step_size=0.893, tol=0.00539]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1738.79it/s, iter=721, step_size=0.893, tol=0.00539]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1738.22it/s, iter=722, step_size=0.893, tol=0.00539]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1736.29it/s, iter=722, step_size=0.893, tol=0.00539]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1735.79it/s, iter=723, step_size=0.893, tol=0.00538]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1734.21it/s, iter=723, step_size=0.893, tol=0.00538]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1733.73it/s, iter=724, step_size=0.893, tol=0.00537]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1732.30it/s, iter=724, step_size=0.893, tol=0.00537]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1731.83it/s, iter=725, step_size=0.893, tol=0.00537]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1730.41it/s, iter=725, step_size=0.893, tol=0.00537]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1729.94it/s, iter=726, step_size=0.893, tol=0.00536]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1728.52it/s, iter=726, step_size=0.893, tol=0.00536]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1728.05it/s, iter=727, step_size=0.893, tol=0.00536]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1726.61it/s, iter=727, step_size=0.893, tol=0.00536]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1726.14it/s, iter=728, step_size=0.893, tol=0.00535]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1723.41it/s, iter=728, step_size=0.893, tol=0.00535]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1722.93it/s, iter=729, step_size=0.893, tol=0.00534]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1721.52it/s, iter=729, step_size=0.893, tol=0.00534]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1721.05it/s, iter=730, step_size=0.893, tol=0.00534]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1719.63it/s, iter=730, step_size=0.893, tol=0.00534]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1719.14it/s, iter=731, step_size=0.893, tol=0.00533]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1716.58it/s, iter=731, step_size=0.893, tol=0.00533]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1715.62it/s, iter=732, step_size=0.893, tol=0.00533]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1712.63it/s, iter=732, step_size=0.893, tol=0.00533]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1712.00it/s, iter=733, step_size=0.893, tol=0.00532]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1710.61it/s, iter=733, step_size=0.893, tol=0.00532]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1710.14it/s, iter=734, step_size=0.893, tol=0.00531]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1708.72it/s, iter=734, step_size=0.893, tol=0.00531]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1708.25it/s, iter=735, step_size=0.893, tol=0.00531]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1706.84it/s, iter=735, step_size=0.893, tol=0.00531]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1706.37it/s, iter=736, step_size=0.893, tol=0.0053]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1704.98it/s, iter=736, step_size=0.893, tol=0.0053]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1704.42it/s, iter=737, step_size=0.893, tol=0.0053]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1702.96it/s, iter=737, step_size=0.893, tol=0.0053]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1702.50it/s, iter=738, step_size=0.893, tol=0.00529]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1701.09it/s, iter=738, step_size=0.893, tol=0.00529]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1700.62it/s, iter=739, step_size=0.893, tol=0.00528]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1699.02it/s, iter=739, step_size=0.893, tol=0.00528]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1698.40it/s, iter=740, step_size=0.893, tol=0.00528]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1697.02it/s, iter=740, step_size=0.893, tol=0.00528]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1696.57it/s, iter=741, step_size=0.893, tol=0.00527]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1695.21it/s, iter=741, step_size=0.893, tol=0.00527]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1694.75it/s, iter=742, step_size=0.893, tol=0.00527]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1693.37it/s, iter=742, step_size=0.893, tol=0.00527]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1692.91it/s, iter=743, step_size=0.893, tol=0.00526]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1691.55it/s, iter=743, step_size=0.893, tol=0.00526]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1691.08it/s, iter=744, step_size=0.893, tol=0.00525]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1689.72it/s, iter=744, step_size=0.893, tol=0.00525]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1689.26it/s, iter=745, step_size=0.893, tol=0.00525]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1687.89it/s, iter=745, step_size=0.893, tol=0.00525]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1686.63it/s, iter=746, step_size=0.893, tol=0.00524]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1684.48it/s, iter=746, step_size=0.893, tol=0.00524]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1683.98it/s, iter=747, step_size=0.893, tol=0.00524]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1682.49it/s, iter=747, step_size=0.893, tol=0.00524]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1681.99it/s, iter=748, step_size=0.893, tol=0.00523]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1680.19it/s, iter=748, step_size=0.893, tol=0.00523]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1679.69it/s, iter=749, step_size=0.893, tol=0.00523]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1678.19it/s, iter=749, step_size=0.893, tol=0.00523]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1677.69it/s, iter=750, step_size=0.893, tol=0.00522]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1676.19it/s, iter=750, step_size=0.893, tol=0.00522]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1675.69it/s, iter=751, step_size=0.893, tol=0.00521]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1674.21it/s, iter=751, step_size=0.893, tol=0.00521]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1673.72it/s, iter=752, step_size=0.893, tol=0.00521]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1672.24it/s, iter=752, step_size=0.893, tol=0.00521]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1671.75it/s, iter=753, step_size=0.893, tol=0.0052]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1670.29it/s, iter=753, step_size=0.893, tol=0.0052]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1669.80it/s, iter=754, step_size=0.893, tol=0.0052]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1668.24it/s, iter=754, step_size=0.893, tol=0.0052]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1667.42it/s, iter=755, step_size=0.893, tol=0.00519]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1665.01it/s, iter=755, step_size=0.893, tol=0.00519]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1664.08it/s, iter=756, step_size=0.893, tol=0.00518]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1661.83it/s, iter=756, step_size=0.893, tol=0.00518]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1661.28it/s, iter=757, step_size=0.893, tol=0.00518]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1659.68it/s, iter=757, step_size=0.893, tol=0.00518]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1659.15it/s, iter=758, step_size=0.893, tol=0.00517]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1657.54it/s, iter=758, step_size=0.893, tol=0.00517]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1657.01it/s, iter=759, step_size=0.893, tol=0.00517]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1655.42it/s, iter=759, step_size=0.893, tol=0.00517]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1654.90it/s, iter=760, step_size=0.893, tol=0.00516]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1653.31it/s, iter=760, step_size=0.893, tol=0.00516]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1652.80it/s, iter=761, step_size=0.893, tol=0.00516]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1650.75it/s, iter=761, step_size=0.893, tol=0.00516]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1649.98it/s, iter=762, step_size=0.893, tol=0.00515]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1648.40it/s, iter=762, step_size=0.893, tol=0.00515]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1647.88it/s, iter=763, step_size=0.893, tol=0.00514]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1646.31it/s, iter=763, step_size=0.893, tol=0.00514]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1645.79it/s, iter=764, step_size=0.893, tol=0.00514]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1643.86it/s, iter=764, step_size=0.893, tol=0.00514]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1643.34it/s, iter=765, step_size=0.893, tol=0.00513]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1641.76it/s, iter=765, step_size=0.893, tol=0.00513]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1641.12it/s, iter=766, step_size=0.893, tol=0.00513]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1637.94it/s, iter=766, step_size=0.893, tol=0.00513]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1637.31it/s, iter=767, step_size=0.893, tol=0.00512]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1635.89it/s, iter=767, step_size=0.893, tol=0.00512]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1635.42it/s, iter=768, step_size=0.893, tol=0.00512]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1634.00it/s, iter=768, step_size=0.893, tol=0.00512]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1633.53it/s, iter=769, step_size=0.893, tol=0.00511]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1632.11it/s, iter=769, step_size=0.893, tol=0.00511]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1631.63it/s, iter=770, step_size=0.893, tol=0.0051]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1630.15it/s, iter=770, step_size=0.893, tol=0.0051]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1629.68it/s, iter=771, step_size=0.893, tol=0.0051]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1628.28it/s, iter=771, step_size=0.893, tol=0.0051]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1627.81it/s, iter=772, step_size=0.893, tol=0.00509]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1626.05it/s, iter=772, step_size=0.893, tol=0.00509]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1625.59it/s, iter=773, step_size=0.893, tol=0.00509]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1624.19it/s, iter=773, step_size=0.893, tol=0.00509]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1623.73it/s, iter=774, step_size=0.893, tol=0.00508]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1622.33it/s, iter=774, step_size=0.893, tol=0.00508]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1621.87it/s, iter=775, step_size=0.893, tol=0.00508]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1620.50it/s, iter=775, step_size=0.893, tol=0.00508]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1620.05it/s, iter=776, step_size=0.893, tol=0.00507]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1618.72it/s, iter=776, step_size=0.893, tol=0.00507]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1618.29it/s, iter=777, step_size=0.893, tol=0.00507]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1617.03it/s, iter=777, step_size=0.893, tol=0.00507]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1616.24it/s, iter=778, step_size=0.893, tol=0.00506]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1613.95it/s, iter=778, step_size=0.893, tol=0.00506]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1613.53it/s, iter=779, step_size=0.893, tol=0.00505]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1612.26it/s, iter=779, step_size=0.893, tol=0.00505]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1611.84it/s, iter=780, step_size=0.893, tol=0.00505]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1610.58it/s, iter=780, step_size=0.893, tol=0.00505]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1609.95it/s, iter=781, step_size=0.893, tol=0.00504]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1608.59it/s, iter=781, step_size=0.893, tol=0.00504]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1608.17it/s, iter=782, step_size=0.893, tol=0.00504]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1606.91it/s, iter=782, step_size=0.893, tol=0.00504]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1606.47it/s, iter=783, step_size=0.893, tol=0.00503]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1605.19it/s, iter=783, step_size=0.893, tol=0.00503]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1604.77it/s, iter=784, step_size=0.893, tol=0.00503]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1603.50it/s, iter=784, step_size=0.893, tol=0.00503]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1603.07it/s, iter=785, step_size=0.893, tol=0.00502]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1601.82it/s, iter=785, step_size=0.893, tol=0.00502]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1601.41it/s, iter=786, step_size=0.893, tol=0.00502]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1600.16it/s, iter=786, step_size=0.893, tol=0.00502]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1599.75it/s, iter=787, step_size=0.893, tol=0.00501]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1598.43it/s, iter=787, step_size=0.893, tol=0.00501]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1598.03it/s, iter=788, step_size=0.893, tol=0.00501]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1596.80it/s, iter=788, step_size=0.893, tol=0.00501]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1596.40it/s, iter=789, step_size=0.893, tol=0.005]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1594.08it/s, iter=789, step_size=0.893, tol=0.005]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1593.32it/s, iter=790, step_size=0.893, tol=0.00499]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1591.11it/s, iter=790, step_size=0.893, tol=0.00499]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1590.52it/s, iter=791, step_size=0.893, tol=0.00499]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1589.24it/s, iter=791, step_size=0.893, tol=0.00499]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1588.82it/s, iter=792, step_size=0.893, tol=0.00498]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1587.53it/s, iter=792, step_size=0.893, tol=0.00498]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1587.14it/s, iter=793, step_size=0.893, tol=0.00498]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1585.93it/s, iter=793, step_size=0.893, tol=0.00498]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1585.53it/s, iter=794, step_size=0.893, tol=0.00497]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1584.34it/s, iter=794, step_size=0.893, tol=0.00497]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1583.94it/s, iter=795, step_size=0.893, tol=0.00497]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1581.61it/s, iter=795, step_size=0.893, tol=0.00497]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1581.16it/s, iter=796, step_size=0.893, tol=0.00496]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1579.84it/s, iter=796, step_size=0.893, tol=0.00496]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1579.45it/s, iter=797, step_size=0.893, tol=0.00496]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1578.25it/s, iter=797, step_size=0.893, tol=0.00496]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1577.78it/s, iter=798, step_size=0.893, tol=0.00495]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1576.16it/s, iter=798, step_size=0.893, tol=0.00495]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1575.74it/s, iter=799, step_size=0.893, tol=0.00495]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1574.48it/s, iter=799, step_size=0.893, tol=0.00495]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1574.03it/s, iter=800, step_size=0.893, tol=0.00494]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1572.82it/s, iter=800, step_size=0.893, tol=0.00494]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1572.42it/s, iter=801, step_size=0.893, tol=0.00494]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1571.08it/s, iter=801, step_size=0.893, tol=0.00494]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1570.51it/s, iter=802, step_size=0.893, tol=0.00493]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1568.18it/s, iter=802, step_size=0.893, tol=0.00493]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1567.76it/s, iter=803, step_size=0.893, tol=0.00492]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1566.52it/s, iter=803, step_size=0.893, tol=0.00492]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1566.06it/s, iter=804, step_size=0.893, tol=0.00492]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1564.60it/s, iter=804, step_size=0.893, tol=0.00492]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1564.14it/s, iter=805, step_size=0.893, tol=0.00491]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1562.73it/s, iter=805, step_size=0.893, tol=0.00491]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1562.26it/s, iter=806, step_size=0.893, tol=0.00491]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1560.59it/s, iter=806, step_size=0.893, tol=0.00491]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1560.18it/s, iter=807, step_size=0.893, tol=0.0049]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1558.96it/s, iter=807, step_size=0.893, tol=0.0049]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1558.56it/s, iter=808, step_size=0.893, tol=0.0049]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1557.35it/s, iter=808, step_size=0.893, tol=0.0049]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1556.93it/s, iter=809, step_size=0.893, tol=0.00489]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1555.70it/s, iter=809, step_size=0.893, tol=0.00489]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1555.30it/s, iter=810, step_size=0.893, tol=0.00489]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1554.09it/s, iter=810, step_size=0.893, tol=0.00489]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1553.68it/s, iter=811, step_size=0.893, tol=0.00488]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1552.48it/s, iter=811, step_size=0.893, tol=0.00488]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1552.07it/s, iter=812, step_size=0.893, tol=0.00488]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1550.20it/s, iter=812, step_size=0.893, tol=0.00488]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1549.57it/s, iter=813, step_size=0.893, tol=0.00487]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1548.07it/s, iter=813, step_size=0.893, tol=0.00487]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1547.67it/s, iter=814, step_size=0.893, tol=0.00487]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1546.47it/s, iter=814, step_size=0.893, tol=0.00487]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1546.07it/s, iter=815, step_size=0.893, tol=0.00486]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1544.34it/s, iter=815, step_size=0.893, tol=0.00486]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1543.94it/s, iter=816, step_size=0.893, tol=0.00486]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1542.75it/s, iter=816, step_size=0.893, tol=0.00486]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1542.35it/s, iter=817, step_size=0.893, tol=0.00485]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1540.87it/s, iter=817, step_size=0.893, tol=0.00485]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1540.43it/s, iter=818, step_size=0.893, tol=0.00485]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1539.29it/s, iter=818, step_size=0.893, tol=0.00485]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1538.91it/s, iter=819, step_size=0.893, tol=0.00484]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1537.78it/s, iter=819, step_size=0.893, tol=0.00484]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1537.41it/s, iter=820, step_size=0.893, tol=0.00484]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1536.29it/s, iter=820, step_size=0.893, tol=0.00484]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1535.92it/s, iter=821, step_size=0.893, tol=0.00483]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1534.80it/s, iter=821, step_size=0.893, tol=0.00483]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1534.41it/s, iter=822, step_size=0.893, tol=0.00483]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1533.29it/s, iter=822, step_size=0.893, tol=0.00483]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1532.91it/s, iter=823, step_size=0.893, tol=0.00482]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1531.79it/s, iter=823, step_size=0.893, tol=0.00482]
PGD: 12%|#2 | 614/5000 [00:00<00:02, 1531.41it/s, iter=824, step_size=0.893, tol=0.00482]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2057.31it/s, iter=824, step_size=0.893, tol=0.00482]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2055.74it/s, iter=824, step_size=0.893, tol=0.00482]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2054.83it/s, iter=825, step_size=0.893, tol=0.00481]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2051.48it/s, iter=825, step_size=0.893, tol=0.00481]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2050.47it/s, iter=826, step_size=0.893, tol=0.00481]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2048.06it/s, iter=826, step_size=0.893, tol=0.00481]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2047.54it/s, iter=827, step_size=0.893, tol=0.0048]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2045.98it/s, iter=827, step_size=0.893, tol=0.0048]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2045.39it/s, iter=828, step_size=0.893, tol=0.0048]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2043.91it/s, iter=828, step_size=0.893, tol=0.0048]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2043.41it/s, iter=829, step_size=0.893, tol=0.00479]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2041.91it/s, iter=829, step_size=0.893, tol=0.00479]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2041.42it/s, iter=830, step_size=0.893, tol=0.00478]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2039.93it/s, iter=830, step_size=0.893, tol=0.00478]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2039.44it/s, iter=831, step_size=0.893, tol=0.00478]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2037.75it/s, iter=831, step_size=0.893, tol=0.00478]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2037.27it/s, iter=832, step_size=0.893, tol=0.00477]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2035.80it/s, iter=832, step_size=0.893, tol=0.00477]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2034.98it/s, iter=833, step_size=0.893, tol=0.00477]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2033.36it/s, iter=833, step_size=0.893, tol=0.00477]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2032.28it/s, iter=834, step_size=0.893, tol=0.00476]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2030.00it/s, iter=834, step_size=0.893, tol=0.00476]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2029.48it/s, iter=835, step_size=0.893, tol=0.00476]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2027.90it/s, iter=835, step_size=0.893, tol=0.00476]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2027.41it/s, iter=836, step_size=0.893, tol=0.00475]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2025.77it/s, iter=836, step_size=0.893, tol=0.00475]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2025.17it/s, iter=837, step_size=0.893, tol=0.00475]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2023.02it/s, iter=837, step_size=0.893, tol=0.00475]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2022.31it/s, iter=838, step_size=0.893, tol=0.00474]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2019.62it/s, iter=838, step_size=0.893, tol=0.00474]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2019.10it/s, iter=839, step_size=0.893, tol=0.00474]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2017.54it/s, iter=839, step_size=0.893, tol=0.00474]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2017.05it/s, iter=840, step_size=0.893, tol=0.00473]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2015.57it/s, iter=840, step_size=0.893, tol=0.00473]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2014.71it/s, iter=841, step_size=0.893, tol=0.00473]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2013.27it/s, iter=841, step_size=0.893, tol=0.00473]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2012.78it/s, iter=842, step_size=0.893, tol=0.00472]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2011.35it/s, iter=842, step_size=0.893, tol=0.00472]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2010.87it/s, iter=843, step_size=0.893, tol=0.00472]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2009.45it/s, iter=843, step_size=0.893, tol=0.00472]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2008.97it/s, iter=844, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2006.98it/s, iter=844, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2006.50it/s, iter=845, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2005.08it/s, iter=845, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2004.61it/s, iter=846, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2002.33it/s, iter=846, step_size=0.893, tol=0.00471]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 2001.49it/s, iter=847, step_size=0.893, tol=0.0047]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1999.56it/s, iter=847, step_size=0.893, tol=0.0047]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1999.09it/s, iter=848, step_size=0.893, tol=0.0047]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1997.64it/s, iter=848, step_size=0.893, tol=0.0047]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1997.17it/s, iter=849, step_size=0.893, tol=0.00469]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1995.21it/s, iter=849, step_size=0.893, tol=0.00469]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1994.73it/s, iter=850, step_size=0.893, tol=0.00469]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1993.31it/s, iter=850, step_size=0.893, tol=0.00469]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1992.84it/s, iter=851, step_size=0.893, tol=0.00468]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1991.35it/s, iter=851, step_size=0.893, tol=0.00468]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1990.82it/s, iter=852, step_size=0.893, tol=0.00468]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1989.40it/s, iter=852, step_size=0.893, tol=0.00468]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1988.92it/s, iter=853, step_size=0.893, tol=0.00467]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1987.52it/s, iter=853, step_size=0.893, tol=0.00467]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1987.06it/s, iter=854, step_size=0.893, tol=0.00467]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1985.66it/s, iter=854, step_size=0.893, tol=0.00467]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1985.19it/s, iter=855, step_size=0.893, tol=0.00466]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1983.80it/s, iter=855, step_size=0.893, tol=0.00466]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1983.34it/s, iter=856, step_size=0.893, tol=0.00466]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1981.93it/s, iter=856, step_size=0.893, tol=0.00466]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1981.38it/s, iter=857, step_size=0.893, tol=0.00465]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1979.93it/s, iter=857, step_size=0.893, tol=0.00465]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1979.47it/s, iter=858, step_size=0.893, tol=0.00465]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1978.08it/s, iter=858, step_size=0.893, tol=0.00465]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1977.62it/s, iter=859, step_size=0.893, tol=0.00464]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1975.86it/s, iter=859, step_size=0.893, tol=0.00464]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1975.39it/s, iter=860, step_size=0.893, tol=0.00464]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1973.92it/s, iter=860, step_size=0.893, tol=0.00464]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1973.18it/s, iter=861, step_size=0.893, tol=0.00463]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1970.84it/s, iter=861, step_size=0.893, tol=0.00463]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1969.70it/s, iter=862, step_size=0.893, tol=0.00463]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1967.51it/s, iter=862, step_size=0.893, tol=0.00463]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1966.96it/s, iter=863, step_size=0.893, tol=0.00462]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1965.27it/s, iter=863, step_size=0.893, tol=0.00462]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1964.72it/s, iter=864, step_size=0.893, tol=0.00462]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1963.05it/s, iter=864, step_size=0.893, tol=0.00462]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1962.49it/s, iter=865, step_size=0.893, tol=0.00461]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1960.84it/s, iter=865, step_size=0.893, tol=0.00461]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1960.29it/s, iter=866, step_size=0.893, tol=0.00461]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1958.65it/s, iter=866, step_size=0.893, tol=0.00461]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1957.95it/s, iter=867, step_size=0.893, tol=0.0046]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1956.11it/s, iter=867, step_size=0.893, tol=0.0046]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1955.56it/s, iter=868, step_size=0.893, tol=0.0046]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1953.91it/s, iter=868, step_size=0.893, tol=0.0046]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1953.36it/s, iter=869, step_size=0.893, tol=0.00459]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1951.72it/s, iter=869, step_size=0.893, tol=0.00459]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1951.18it/s, iter=870, step_size=0.893, tol=0.00459]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1949.55it/s, iter=870, step_size=0.893, tol=0.00459]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1949.00it/s, iter=871, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1947.36it/s, iter=871, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1946.81it/s, iter=872, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1945.17it/s, iter=872, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1944.69it/s, iter=873, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1941.71it/s, iter=873, step_size=0.893, tol=0.00458]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1941.21it/s, iter=874, step_size=0.893, tol=0.00457]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1939.71it/s, iter=874, step_size=0.893, tol=0.00457]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1939.02it/s, iter=875, step_size=0.893, tol=0.00457]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1937.54it/s, iter=875, step_size=0.893, tol=0.00457]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1937.05it/s, iter=876, step_size=0.893, tol=0.00456]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1935.58it/s, iter=876, step_size=0.893, tol=0.00456]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1935.09it/s, iter=877, step_size=0.893, tol=0.00456]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1933.64it/s, iter=877, step_size=0.893, tol=0.00456]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1933.15it/s, iter=878, step_size=0.893, tol=0.00455]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1931.69it/s, iter=878, step_size=0.893, tol=0.00455]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1931.20it/s, iter=879, step_size=0.893, tol=0.00455]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1929.74it/s, iter=879, step_size=0.893, tol=0.00455]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1929.25it/s, iter=880, step_size=0.893, tol=0.00454]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1927.80it/s, iter=880, step_size=0.893, tol=0.00454]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1927.31it/s, iter=881, step_size=0.893, tol=0.00454]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1925.86it/s, iter=881, step_size=0.893, tol=0.00454]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1925.37it/s, iter=882, step_size=0.893, tol=0.00453]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1923.92it/s, iter=882, step_size=0.893, tol=0.00453]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1923.44it/s, iter=883, step_size=0.893, tol=0.00453]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1922.00it/s, iter=883, step_size=0.893, tol=0.00453]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1921.53it/s, iter=884, step_size=0.893, tol=0.00452]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1920.16it/s, iter=884, step_size=0.893, tol=0.00452]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1919.71it/s, iter=885, step_size=0.893, tol=0.00452]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1918.37it/s, iter=885, step_size=0.893, tol=0.00452]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1917.93it/s, iter=886, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1916.59it/s, iter=886, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1916.14it/s, iter=887, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1914.78it/s, iter=887, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1914.34it/s, iter=888, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1913.01it/s, iter=888, step_size=0.893, tol=0.00451]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1912.57it/s, iter=889, step_size=0.893, tol=0.0045]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1911.23it/s, iter=889, step_size=0.893, tol=0.0045]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1910.79it/s, iter=890, step_size=0.893, tol=0.0045]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1909.47it/s, iter=890, step_size=0.893, tol=0.0045]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1909.03it/s, iter=891, step_size=0.893, tol=0.00449]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1907.73it/s, iter=891, step_size=0.893, tol=0.00449]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1907.29it/s, iter=892, step_size=0.893, tol=0.00449]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1905.98it/s, iter=892, step_size=0.893, tol=0.00449]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1905.54it/s, iter=893, step_size=0.893, tol=0.00448]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1904.22it/s, iter=893, step_size=0.893, tol=0.00448]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1903.76it/s, iter=894, step_size=0.893, tol=0.00448]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1902.45it/s, iter=894, step_size=0.893, tol=0.00448]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1902.01it/s, iter=895, step_size=0.893, tol=0.00447]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1900.65it/s, iter=895, step_size=0.893, tol=0.00447]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1900.23it/s, iter=896, step_size=0.893, tol=0.00447]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1898.95it/s, iter=896, step_size=0.893, tol=0.00447]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1898.53it/s, iter=897, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1896.45it/s, iter=897, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1895.45it/s, iter=898, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1892.85it/s, iter=898, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1892.36it/s, iter=899, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1891.07it/s, iter=899, step_size=0.893, tol=0.00446]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1890.65it/s, iter=900, step_size=0.893, tol=0.00445]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1889.39it/s, iter=900, step_size=0.893, tol=0.00445]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1888.97it/s, iter=901, step_size=0.893, tol=0.00445]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1887.70it/s, iter=901, step_size=0.893, tol=0.00445]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1887.28it/s, iter=902, step_size=0.893, tol=0.00444]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1885.80it/s, iter=902, step_size=0.893, tol=0.00444]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1885.38it/s, iter=903, step_size=0.893, tol=0.00444]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1884.12it/s, iter=903, step_size=0.893, tol=0.00444]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1883.70it/s, iter=904, step_size=0.893, tol=0.00443]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1882.46it/s, iter=904, step_size=0.893, tol=0.00443]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1882.03it/s, iter=905, step_size=0.893, tol=0.00443]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1880.79it/s, iter=905, step_size=0.893, tol=0.00443]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1880.20it/s, iter=906, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1878.92it/s, iter=906, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1878.50it/s, iter=907, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1877.25it/s, iter=907, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1876.77it/s, iter=908, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1875.47it/s, iter=908, step_size=0.893, tol=0.00442]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1875.05it/s, iter=909, step_size=0.893, tol=0.00441]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1873.81it/s, iter=909, step_size=0.893, tol=0.00441]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1873.40it/s, iter=910, step_size=0.893, tol=0.00441]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1872.10it/s, iter=910, step_size=0.893, tol=0.00441]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1871.61it/s, iter=911, step_size=0.893, tol=0.0044]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1869.94it/s, iter=911, step_size=0.893, tol=0.0044]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1869.50it/s, iter=912, step_size=0.893, tol=0.0044]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1867.92it/s, iter=912, step_size=0.893, tol=0.0044]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1867.50it/s, iter=913, step_size=0.893, tol=0.00439]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1866.28it/s, iter=913, step_size=0.893, tol=0.00439]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1865.86it/s, iter=914, step_size=0.893, tol=0.00439]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1864.62it/s, iter=914, step_size=0.893, tol=0.00439]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1864.21it/s, iter=915, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1862.96it/s, iter=915, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1862.55it/s, iter=916, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1861.32it/s, iter=916, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1860.91it/s, iter=917, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1859.68it/s, iter=917, step_size=0.893, tol=0.00438]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1859.27it/s, iter=918, step_size=0.893, tol=0.00437]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1858.04it/s, iter=918, step_size=0.893, tol=0.00437]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1857.63it/s, iter=919, step_size=0.893, tol=0.00437]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1856.42it/s, iter=919, step_size=0.893, tol=0.00437]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1856.01it/s, iter=920, step_size=0.893, tol=0.00436]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1854.78it/s, iter=920, step_size=0.893, tol=0.00436]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1854.37it/s, iter=921, step_size=0.893, tol=0.00436]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1853.15it/s, iter=921, step_size=0.893, tol=0.00436]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1852.75it/s, iter=922, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1851.25it/s, iter=922, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1850.84it/s, iter=923, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1848.34it/s, iter=923, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1847.60it/s, iter=924, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1845.94it/s, iter=924, step_size=0.893, tol=0.00435]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1845.54it/s, iter=925, step_size=0.893, tol=0.00434]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1844.19it/s, iter=925, step_size=0.893, tol=0.00434]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1843.79it/s, iter=926, step_size=0.893, tol=0.00434]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1842.59it/s, iter=926, step_size=0.893, tol=0.00434]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1842.20it/s, iter=927, step_size=0.893, tol=0.00433]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1841.00it/s, iter=927, step_size=0.893, tol=0.00433]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1840.60it/s, iter=928, step_size=0.893, tol=0.00433]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1839.28it/s, iter=928, step_size=0.893, tol=0.00433]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1838.89it/s, iter=929, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1837.69it/s, iter=929, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1837.30it/s, iter=930, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1835.93it/s, iter=930, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1835.31it/s, iter=931, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1834.10it/s, iter=931, step_size=0.893, tol=0.00432]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1833.70it/s, iter=932, step_size=0.893, tol=0.00431]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1832.50it/s, iter=932, step_size=0.893, tol=0.00431]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1832.10it/s, iter=933, step_size=0.893, tol=0.00431]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1830.91it/s, iter=933, step_size=0.893, tol=0.00431]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1830.52it/s, iter=934, step_size=0.893, tol=0.0043]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1829.31it/s, iter=934, step_size=0.893, tol=0.0043]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1828.91it/s, iter=935, step_size=0.893, tol=0.0043]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1827.59it/s, iter=935, step_size=0.893, tol=0.0043]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1827.19it/s, iter=936, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1825.99it/s, iter=936, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1825.60it/s, iter=937, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1824.41it/s, iter=937, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1824.02it/s, iter=938, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1822.82it/s, iter=938, step_size=0.893, tol=0.00429]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1822.42it/s, iter=939, step_size=0.893, tol=0.00428]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1821.22it/s, iter=939, step_size=0.893, tol=0.00428]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1820.83it/s, iter=940, step_size=0.893, tol=0.00428]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1819.32it/s, iter=940, step_size=0.893, tol=0.00428]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1818.93it/s, iter=941, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1817.76it/s, iter=941, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1817.37it/s, iter=942, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1816.21it/s, iter=942, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1815.81it/s, iter=943, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1814.63it/s, iter=943, step_size=0.893, tol=0.00427]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1814.24it/s, iter=944, step_size=0.893, tol=0.00426]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1813.08it/s, iter=944, step_size=0.893, tol=0.00426]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1812.69it/s, iter=945, step_size=0.893, tol=0.00426]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1811.53it/s, iter=945, step_size=0.893, tol=0.00426]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1811.15it/s, iter=946, step_size=0.893, tol=0.00425]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1809.99it/s, iter=946, step_size=0.893, tol=0.00425]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1809.61it/s, iter=947, step_size=0.893, tol=0.00425]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1808.32it/s, iter=947, step_size=0.893, tol=0.00425]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1807.93it/s, iter=948, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1806.08it/s, iter=948, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1805.01it/s, iter=949, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1802.56it/s, iter=949, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1801.64it/s, iter=950, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1800.40it/s, iter=950, step_size=0.893, tol=0.00424]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1800.01it/s, iter=951, step_size=0.893, tol=0.00423]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1798.83it/s, iter=951, step_size=0.893, tol=0.00423]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1798.44it/s, iter=952, step_size=0.893, tol=0.00423]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1797.17it/s, iter=952, step_size=0.893, tol=0.00423]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1796.79it/s, iter=953, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1795.64it/s, iter=953, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1795.26it/s, iter=954, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1794.11it/s, iter=954, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1793.73it/s, iter=955, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1792.59it/s, iter=955, step_size=0.893, tol=0.00422]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1792.21it/s, iter=956, step_size=0.893, tol=0.00421]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1791.09it/s, iter=956, step_size=0.893, tol=0.00421]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1790.70it/s, iter=957, step_size=0.893, tol=0.00421]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1789.57it/s, iter=957, step_size=0.893, tol=0.00421]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1789.20it/s, iter=958, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1787.78it/s, iter=958, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1787.40it/s, iter=959, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1786.27it/s, iter=959, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1785.90it/s, iter=960, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1784.77it/s, iter=960, step_size=0.893, tol=0.0042]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1784.40it/s, iter=961, step_size=0.893, tol=0.00419]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1783.28it/s, iter=961, step_size=0.893, tol=0.00419]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1782.90it/s, iter=962, step_size=0.893, tol=0.00419]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1781.65it/s, iter=962, step_size=0.893, tol=0.00419]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1781.28it/s, iter=963, step_size=0.893, tol=0.00418]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1780.15it/s, iter=963, step_size=0.893, tol=0.00418]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1779.77it/s, iter=964, step_size=0.893, tol=0.00418]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1778.63it/s, iter=964, step_size=0.893, tol=0.00418]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1778.25it/s, iter=965, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1777.13it/s, iter=965, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1776.76it/s, iter=966, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1775.63it/s, iter=966, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1775.26it/s, iter=967, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1774.14it/s, iter=967, step_size=0.893, tol=0.00417]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1773.77it/s, iter=968, step_size=0.893, tol=0.00416]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1772.43it/s, iter=968, step_size=0.893, tol=0.00416]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1772.06it/s, iter=969, step_size=0.893, tol=0.00416]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1770.95it/s, iter=969, step_size=0.893, tol=0.00416]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1770.58it/s, iter=970, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1769.45it/s, iter=970, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1769.08it/s, iter=971, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1767.97it/s, iter=971, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1767.60it/s, iter=972, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1766.49it/s, iter=972, step_size=0.893, tol=0.00415]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1766.12it/s, iter=973, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1765.01it/s, iter=973, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1764.64it/s, iter=974, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1763.54it/s, iter=974, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1763.17it/s, iter=975, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1762.07it/s, iter=975, step_size=0.893, tol=0.00414]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1761.70it/s, iter=976, step_size=0.893, tol=0.00413]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1760.61it/s, iter=976, step_size=0.893, tol=0.00413]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1760.18it/s, iter=977, step_size=0.893, tol=0.00413]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1758.59it/s, iter=977, step_size=0.893, tol=0.00413]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1758.22it/s, iter=978, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1757.11it/s, iter=978, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1756.74it/s, iter=979, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1755.66it/s, iter=979, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1755.29it/s, iter=980, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1754.20it/s, iter=980, step_size=0.893, tol=0.00412]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1753.84it/s, iter=981, step_size=0.893, tol=0.00411]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1752.73it/s, iter=981, step_size=0.893, tol=0.00411]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1752.36it/s, iter=982, step_size=0.893, tol=0.00411]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1751.28it/s, iter=982, step_size=0.893, tol=0.00411]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1750.91it/s, iter=983, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1749.83it/s, iter=983, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1749.47it/s, iter=984, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1748.36it/s, iter=984, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1748.00it/s, iter=985, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1746.90it/s, iter=985, step_size=0.893, tol=0.0041]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1746.54it/s, iter=986, step_size=0.893, tol=0.00409]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1745.46it/s, iter=986, step_size=0.893, tol=0.00409]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1745.10it/s, iter=987, step_size=0.893, tol=0.00409]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1744.02it/s, iter=987, step_size=0.893, tol=0.00409]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1743.66it/s, iter=988, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1742.56it/s, iter=988, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1742.20it/s, iter=989, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1741.05it/s, iter=989, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1740.68it/s, iter=990, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1739.06it/s, iter=990, step_size=0.893, tol=0.00408]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1738.46it/s, iter=991, step_size=0.893, tol=0.00407]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1737.37it/s, iter=991, step_size=0.893, tol=0.00407]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1737.01it/s, iter=992, step_size=0.893, tol=0.00407]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1735.93it/s, iter=992, step_size=0.893, tol=0.00407]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1735.57it/s, iter=993, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1734.50it/s, iter=993, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1734.15it/s, iter=994, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1733.06it/s, iter=994, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1732.70it/s, iter=995, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1731.63it/s, iter=995, step_size=0.893, tol=0.00406]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1731.27it/s, iter=996, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1730.21it/s, iter=996, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1729.85it/s, iter=997, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1728.80it/s, iter=997, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1728.43it/s, iter=998, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1727.24it/s, iter=998, step_size=0.893, tol=0.00405]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1726.89it/s, iter=999, step_size=0.893, tol=0.00404]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1725.82it/s, iter=999, step_size=0.893, tol=0.00404]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1725.46it/s, iter=1e+03, step_size=0.893, tol=0.00404]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1724.40it/s, iter=1e+03, step_size=0.893, tol=0.00404]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1724.04it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1722.98it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1722.62it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1721.56it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1721.21it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1719.99it/s, iter=1e+03, step_size=0.893, tol=0.00403]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1719.64it/s, iter=1e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1718.59it/s, iter=1e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1718.24it/s, iter=1.00e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1717.19it/s, iter=1.00e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1716.83it/s, iter=1.01e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1715.77it/s, iter=1.01e+03, step_size=0.893, tol=0.00402]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1715.42it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1714.37it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1713.94it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1712.74it/s, iter=1.01e+03, step_size=0.893, tol=0.00401]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1712.38it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1711.34it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1710.99it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1709.95it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1709.59it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1708.54it/s, iter=1.01e+03, step_size=0.893, tol=0.004]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1708.19it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1707.16it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1706.81it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1705.77it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1705.42it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1704.38it/s, iter=1.01e+03, step_size=0.893, tol=0.00399]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1704.03it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1702.99it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1702.64it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1701.59it/s, iter=1.02e+03, step_size=0.893, tol=0.00398]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1701.24it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1700.20it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1699.75it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1698.61it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1698.26it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1697.13it/s, iter=1.02e+03, step_size=0.893, tol=0.00397]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1696.78it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1695.75it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1695.41it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1694.39it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1694.04it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1693.02it/s, iter=1.02e+03, step_size=0.893, tol=0.00396]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1692.68it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1691.66it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1691.32it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1690.29it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1689.94it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1688.93it/s, iter=1.02e+03, step_size=0.893, tol=0.00395]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1688.59it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1687.58it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1687.24it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1686.22it/s, iter=1.03e+03, step_size=0.893, tol=0.00394]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1685.68it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1684.67it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1684.32it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1683.29it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1682.94it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1681.93it/s, iter=1.03e+03, step_size=0.893, tol=0.00393]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1681.59it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1680.36it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1680.02it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1679.02it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1678.67it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1677.66it/s, iter=1.03e+03, step_size=0.893, tol=0.00392]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1677.31it/s, iter=1.03e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1676.29it/s, iter=1.03e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1675.95it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1674.94it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1674.59it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1673.59it/s, iter=1.04e+03, step_size=0.893, tol=0.00391]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1673.24it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1672.10it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1671.76it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1670.75it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1670.41it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1669.42it/s, iter=1.04e+03, step_size=0.893, tol=0.0039]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1669.08it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1668.09it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1667.76it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1666.77it/s, iter=1.04e+03, step_size=0.893, tol=0.00389]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1666.43it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1665.42it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1665.08it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1664.09it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1663.76it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1662.78it/s, iter=1.04e+03, step_size=0.893, tol=0.00388]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1662.45it/s, iter=1.04e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1661.47it/s, iter=1.04e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1661.14it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1660.16it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1659.82it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1658.78it/s, iter=1.05e+03, step_size=0.893, tol=0.00387]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1658.40it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1657.31it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1656.98it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1656.00it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1655.67it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1654.68it/s, iter=1.05e+03, step_size=0.893, tol=0.00386]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1654.35it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1653.37it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1653.04it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1652.07it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1651.74it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1650.77it/s, iter=1.05e+03, step_size=0.893, tol=0.00385]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1650.44it/s, iter=1.05e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1649.46it/s, iter=1.05e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1649.13it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1648.15it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1647.82it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1646.86it/s, iter=1.06e+03, step_size=0.893, tol=0.00384]
PGD: 16%|#6 | 825/5000 [00:00<00:02, 1646.54it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2111.26it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2109.90it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2109.48it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2108.24it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2107.82it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2106.58it/s, iter=1.06e+03, step_size=0.893, tol=0.00383]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2106.17it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2104.95it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2104.54it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2103.29it/s, iter=1.06e+03, step_size=0.893, tol=0.00382]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2102.78it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2101.48it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2101.07it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2099.86it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2099.45it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2098.23it/s, iter=1.06e+03, step_size=0.893, tol=0.00381]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2097.82it/s, iter=1.06e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2096.59it/s, iter=1.06e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2096.18it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2094.96it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2094.55it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2093.31it/s, iter=1.07e+03, step_size=0.893, tol=0.0038]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2092.90it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2091.69it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2091.29it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2090.07it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2089.66it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2088.46it/s, iter=1.07e+03, step_size=0.893, tol=0.00379]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2088.06it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2086.85it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2086.45it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2085.17it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2084.71it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2083.49it/s, iter=1.07e+03, step_size=0.893, tol=0.00378]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2083.09it/s, iter=1.07e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2081.89it/s, iter=1.07e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2081.48it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2080.29it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2079.89it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2078.70it/s, iter=1.08e+03, step_size=0.893, tol=0.00377]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2078.27it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2076.78it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2076.37it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2075.18it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2074.77it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2073.58it/s, iter=1.08e+03, step_size=0.893, tol=0.00376]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2073.18it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2071.97it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2071.57it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2070.38it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2069.98it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2068.80it/s, iter=1.08e+03, step_size=0.893, tol=0.00375]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2068.41it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2067.22it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2066.82it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2065.61it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2065.20it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2064.02it/s, iter=1.08e+03, step_size=0.893, tol=0.00374]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2063.62it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2062.44it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2062.04it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2060.83it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2060.43it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2059.23it/s, iter=1.09e+03, step_size=0.893, tol=0.00373]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2058.83it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2057.63it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2057.23it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2056.06it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2055.66it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2054.49it/s, iter=1.09e+03, step_size=0.893, tol=0.00372]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2054.09it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2052.92it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2052.52it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2051.36it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2050.96it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2049.80it/s, iter=1.09e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2049.41it/s, iter=1.1e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2048.25it/s, iter=1.1e+03, step_size=0.893, tol=0.00371]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2047.86it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2046.68it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2046.28it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2045.10it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2044.71it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2043.55it/s, iter=1.1e+03, step_size=0.893, tol=0.0037]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2043.15it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2041.99it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2041.60it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2040.43it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2040.04it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2038.89it/s, iter=1.1e+03, step_size=0.893, tol=0.00369]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2038.50it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2037.36it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2036.97it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2035.81it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2035.41it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2034.27it/s, iter=1.1e+03, step_size=0.893, tol=0.00368]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2033.88it/s, iter=1.10e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2032.74it/s, iter=1.10e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2032.36it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2031.11it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2030.72it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2029.57it/s, iter=1.11e+03, step_size=0.893, tol=0.00367]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2029.17it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2028.03it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2027.64it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2026.51it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2026.12it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2024.99it/s, iter=1.11e+03, step_size=0.893, tol=0.00366]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2024.61it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2023.45it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2023.07it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2021.94it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2021.55it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2020.42it/s, iter=1.11e+03, step_size=0.893, tol=0.00365]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2020.05it/s, iter=1.11e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2018.86it/s, iter=1.11e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2018.46it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2017.21it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2016.83it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2015.71it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2015.33it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2014.20it/s, iter=1.12e+03, step_size=0.893, tol=0.00364]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2013.80it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2012.66it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2012.16it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2010.96it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2010.58it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2009.46it/s, iter=1.12e+03, step_size=0.893, tol=0.00363]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2009.09it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2007.98it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2007.61it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2006.50it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2006.13it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2005.02it/s, iter=1.12e+03, step_size=0.893, tol=0.00362]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2004.63it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2003.52it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2003.15it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2002.05it/s, iter=1.12e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2001.67it/s, iter=1.13e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2000.57it/s, iter=1.13e+03, step_size=0.893, tol=0.00361]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 2000.20it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1999.10it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1998.70it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1997.60it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1997.23it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1996.13it/s, iter=1.13e+03, step_size=0.893, tol=0.0036]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1995.76it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1994.66it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1994.29it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1993.19it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1992.82it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1991.73it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1991.36it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1990.26it/s, iter=1.13e+03, step_size=0.893, tol=0.00359]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1989.89it/s, iter=1.13e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1988.78it/s, iter=1.13e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1988.41it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1987.31it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1986.82it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1985.70it/s, iter=1.14e+03, step_size=0.893, tol=0.00358]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1985.32it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1984.22it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1983.85it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1982.73it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1982.34it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1981.24it/s, iter=1.14e+03, step_size=0.893, tol=0.00357]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1980.88it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1979.78it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1979.42it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1978.11it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1977.74it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1976.66it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1976.30it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1975.22it/s, iter=1.14e+03, step_size=0.893, tol=0.00356]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1974.85it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1973.77it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1973.41it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1972.33it/s, iter=1.14e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:01, 1971.97it/s, iter=1.15e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1970.90it/s, iter=1.15e+03, step_size=0.893, tol=0.00355]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1970.53it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1969.46it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1969.10it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1968.00it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1967.64it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1966.57it/s, iter=1.15e+03, step_size=0.893, tol=0.00354]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1966.21it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1965.13it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1964.77it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1963.68it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1963.31it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1962.25it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1961.89it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1960.82it/s, iter=1.15e+03, step_size=0.893, tol=0.00353]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1960.47it/s, iter=1.15e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1959.45it/s, iter=1.15e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1959.10it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1958.07it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1957.73it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1956.63it/s, iter=1.16e+03, step_size=0.893, tol=0.00352]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1956.22it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1955.19it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1954.84it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1953.79it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1953.45it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1952.43it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1952.08it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1951.07it/s, iter=1.16e+03, step_size=0.893, tol=0.00351]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1950.72it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1949.70it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1949.36it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1948.31it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1947.97it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1946.96it/s, iter=1.16e+03, step_size=0.893, tol=0.0035]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1946.61it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1945.60it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1945.25it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1944.12it/s, iter=1.16e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1943.78it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1942.76it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1942.42it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1941.41it/s, iter=1.17e+03, step_size=0.893, tol=0.00349]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1941.07it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1940.05it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1939.71it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1938.71it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1938.37it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1937.36it/s, iter=1.17e+03, step_size=0.893, tol=0.00348]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1937.02it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1936.03it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1935.69it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1934.69it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1934.35it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1933.36it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1933.03it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1932.03it/s, iter=1.17e+03, step_size=0.893, tol=0.00347]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1931.69it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1930.69it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1930.36it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1929.37it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1929.04it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1928.05it/s, iter=1.18e+03, step_size=0.893, tol=0.00346]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1927.72it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1926.72it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1926.37it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1925.35it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1925.01it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1924.02it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1923.69it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1922.70it/s, iter=1.18e+03, step_size=0.893, tol=0.00345]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1922.36it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1921.38it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1921.04it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1920.06it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1919.73it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1918.73it/s, iter=1.18e+03, step_size=0.893, tol=0.00344]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1918.39it/s, iter=1.18e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1917.41it/s, iter=1.18e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1917.08it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1916.09it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1915.76it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1914.77it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1914.43it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1913.45it/s, iter=1.19e+03, step_size=0.893, tol=0.00343]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1913.11it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1912.12it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1911.78it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1910.80it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1910.46it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1909.47it/s, iter=1.19e+03, step_size=0.893, tol=0.00342]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1909.14it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1908.17it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1907.85it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1906.89it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1906.56it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1905.59it/s, iter=1.19e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1905.27it/s, iter=1.2e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1904.31it/s, iter=1.2e+03, step_size=0.893, tol=0.00341]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1903.92it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1902.90it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1902.58it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1901.61it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1901.28it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1900.32it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1899.99it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1899.03it/s, iter=1.2e+03, step_size=0.893, tol=0.0034]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1898.71it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1897.52it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1897.14it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1896.18it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1895.85it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1894.87it/s, iter=1.2e+03, step_size=0.893, tol=0.00339]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1894.55it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1893.59it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1893.27it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1892.32it/s, iter=1.2e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1892.00it/s, iter=1.20e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1891.04it/s, iter=1.20e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1890.72it/s, iter=1.21e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1889.77it/s, iter=1.21e+03, step_size=0.893, tol=0.00338]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1889.45it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1888.41it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1888.02it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1887.08it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1886.76it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1885.81it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1885.49it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1884.42it/s, iter=1.21e+03, step_size=0.893, tol=0.00337]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1884.10it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1883.16it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1882.84it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1881.90it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1881.58it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1880.63it/s, iter=1.21e+03, step_size=0.893, tol=0.00336]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1880.31it/s, iter=1.21e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1879.37it/s, iter=1.21e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1879.05it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1877.97it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1877.64it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1876.69it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1876.37it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1875.42it/s, iter=1.22e+03, step_size=0.893, tol=0.00335]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1875.11it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1874.16it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1873.85it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1872.91it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1872.59it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1871.66it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1871.21it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1870.28it/s, iter=1.22e+03, step_size=0.893, tol=0.00334]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1869.96it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1869.03it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1868.71it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1867.79it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1867.47it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1866.55it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1866.24it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1865.31it/s, iter=1.22e+03, step_size=0.893, tol=0.00333]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1864.92it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1863.95it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1863.64it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1862.72it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1862.41it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1861.49it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1861.17it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1860.25it/s, iter=1.23e+03, step_size=0.893, tol=0.00332]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1859.94it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1859.01it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1858.70it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1857.64it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1857.33it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1856.42it/s, iter=1.23e+03, step_size=0.893, tol=0.00331]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1856.11it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1855.19it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1854.88it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1853.94it/s, iter=1.23e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1853.62it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1852.70it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1852.39it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1851.47it/s, iter=1.24e+03, step_size=0.893, tol=0.0033]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1851.15it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1850.23it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1849.92it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1849.01it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1848.70it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1847.79it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1847.48it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1846.57it/s, iter=1.24e+03, step_size=0.893, tol=0.00329]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1846.26it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1845.28it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1844.91it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1843.99it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1843.68it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1842.64it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1842.34it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1841.43it/s, iter=1.24e+03, step_size=0.893, tol=0.00328]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1841.13it/s, iter=1.24e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1840.23it/s, iter=1.24e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1839.92it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1839.01it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1838.70it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1837.80it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1837.49it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1836.59it/s, iter=1.25e+03, step_size=0.893, tol=0.00327]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1836.28it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1835.38it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1835.07it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1834.16it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1833.86it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1832.96it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1832.65it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1831.59it/s, iter=1.25e+03, step_size=0.893, tol=0.00326]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1831.28it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1830.39it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1830.09it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1829.17it/s, iter=1.25e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1828.86it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1827.96it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1827.61it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1826.67it/s, iter=1.26e+03, step_size=0.893, tol=0.00325]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1826.37it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1825.46it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1825.16it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1824.12it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1823.82it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1822.94it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1822.64it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1821.75it/s, iter=1.26e+03, step_size=0.893, tol=0.00324]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1821.45it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1820.55it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1820.25it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1819.25it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1818.95it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1818.07it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1817.77it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1816.89it/s, iter=1.26e+03, step_size=0.893, tol=0.00323]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1816.59it/s, iter=1.26e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1815.69it/s, iter=1.26e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1815.39it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1814.46it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1814.14it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1813.25it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1812.96it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1812.09it/s, iter=1.27e+03, step_size=0.893, tol=0.00322]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1811.79it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1810.92it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1810.62it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1809.75it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1809.45it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1808.57it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1808.28it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1807.23it/s, iter=1.27e+03, step_size=0.893, tol=0.00321]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1806.93it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1806.06it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1805.77it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1804.90it/s, iter=1.27e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1804.61it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1803.75it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1803.46it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1802.59it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1802.30it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1801.43it/s, iter=1.28e+03, step_size=0.893, tol=0.0032]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1801.14it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1800.28it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1799.98it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1799.12it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1798.83it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1797.97it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1797.68it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1796.81it/s, iter=1.28e+03, step_size=0.893, tol=0.00319]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1796.52it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1795.66it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1795.37it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1794.40it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1794.09it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1793.21it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1792.92it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1792.06it/s, iter=1.28e+03, step_size=0.893, tol=0.00318]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1791.72it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1790.68it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1790.38it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1789.51it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1789.22it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1788.36it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1788.07it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1787.21it/s, iter=1.29e+03, step_size=0.893, tol=0.00317]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1786.92it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1786.07it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1785.78it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1784.92it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1784.63it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1783.78it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1783.50it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1782.00it/s, iter=1.29e+03, step_size=0.893, tol=0.00316]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1781.66it/s, iter=1.29e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1780.75it/s, iter=1.29e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1780.42it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1779.58it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1779.29it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1778.44it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1778.15it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1777.31it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1777.01it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1776.18it/s, iter=1.3e+03, step_size=0.893, tol=0.00315]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1775.89it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1775.05it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1774.76it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1773.92it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1773.63it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1772.79it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1772.51it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1771.68it/s, iter=1.3e+03, step_size=0.893, tol=0.00314]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1771.39it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1770.18it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1769.89it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1768.95it/s, iter=1.3e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1768.66it/s, iter=1.30e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1767.83it/s, iter=1.30e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1767.53it/s, iter=1.31e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1766.70it/s, iter=1.31e+03, step_size=0.893, tol=0.00313]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1766.42it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1765.59it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1765.31it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1764.48it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1764.20it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1763.36it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1763.07it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1762.25it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1761.96it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1761.14it/s, iter=1.31e+03, step_size=0.893, tol=0.00312]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1760.86it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1760.04it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 21%|##1 | 1058/5000 [00:00<00:02, 1759.76it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2185.31it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2184.03it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2183.68it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2182.66it/s, iter=1.31e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2182.24it/s, iter=1.32e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2181.16it/s, iter=1.32e+03, step_size=0.893, tol=0.00311]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2180.82it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2179.80it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2179.46it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2178.45it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2178.10it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2177.08it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2176.73it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2175.72it/s, iter=1.32e+03, step_size=0.893, tol=0.0031]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2175.37it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2174.36it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2174.02it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2172.99it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2172.64it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2171.62it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2171.28it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2170.01it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2169.67it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2168.66it/s, iter=1.32e+03, step_size=0.893, tol=0.00309]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2168.32it/s, iter=1.32e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2167.32it/s, iter=1.32e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2166.97it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2165.96it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2165.61it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2164.50it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2164.15it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2163.02it/s, iter=1.33e+03, step_size=0.893, tol=0.00308]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2162.67it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2161.68it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2161.34it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2160.31it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2159.96it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2158.95it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2158.61it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2157.61it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2157.27it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2156.06it/s, iter=1.33e+03, step_size=0.893, tol=0.00307]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2155.70it/s, iter=1.33e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2154.67it/s, iter=1.33e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2154.33it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2153.33it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2153.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2152.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2151.66it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2150.66it/s, iter=1.34e+03, step_size=0.893, tol=0.00306]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2150.32it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2149.31it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2148.98it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2147.98it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2147.65it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2146.66it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2146.32it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2145.33it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2145.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2144.00it/s, iter=1.34e+03, step_size=0.893, tol=0.00305]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2143.66it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2142.68it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2142.26it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2141.23it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2140.77it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2139.79it/s, iter=1.34e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2139.45it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2138.44it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2138.11it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2137.12it/s, iter=1.35e+03, step_size=0.893, tol=0.00304]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2136.78it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2135.80it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2135.47it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2134.48it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2134.15it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2133.18it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2132.85it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2131.88it/s, iter=1.35e+03, step_size=0.893, tol=0.00303]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2131.55it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2130.09it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2129.59it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2128.43it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2127.95it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2126.98it/s, iter=1.35e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2126.65it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2125.68it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2125.36it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2124.39it/s, iter=1.36e+03, step_size=0.893, tol=0.00302]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2124.06it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2123.09it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2122.76it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2121.79it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2121.45it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2120.49it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2120.16it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2119.19it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2118.87it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2117.90it/s, iter=1.36e+03, step_size=0.893, tol=0.00301]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2117.57it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2116.61it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2116.28it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2115.33it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2115.00it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2113.76it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2113.42it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2112.45it/s, iter=1.36e+03, step_size=0.893, tol=0.003]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2112.12it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2111.16it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2110.84it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2109.88it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2109.56it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2108.60it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2108.28it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2107.31it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2106.99it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2106.05it/s, iter=1.37e+03, step_size=0.893, tol=0.00299]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2105.66it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2104.60it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2104.27it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2103.29it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2102.96it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2102.00it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2101.68it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2100.39it/s, iter=1.37e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2100.05it/s, iter=1.38e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2099.09it/s, iter=1.38e+03, step_size=0.893, tol=0.00298]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2098.76it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2097.80it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2097.47it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2096.51it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2096.19it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2095.23it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2094.90it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2093.95it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2093.62it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2092.65it/s, iter=1.38e+03, step_size=0.893, tol=0.00297]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2092.32it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2091.36it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2091.04it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2090.08it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2089.76it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2088.76it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2088.44it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2087.26it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2086.94it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2086.01it/s, iter=1.38e+03, step_size=0.893, tol=0.00296]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2085.69it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2084.75it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2084.43it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2083.48it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2083.16it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2082.22it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2081.90it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2080.97it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2080.65it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2079.73it/s, iter=1.39e+03, step_size=0.893, tol=0.00295]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2079.41it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2078.47it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2078.15it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2077.23it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2076.91it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2075.98it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2075.67it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2074.63it/s, iter=1.39e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2074.20it/s, iter=1.4e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2073.01it/s, iter=1.4e+03, step_size=0.893, tol=0.00294]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2072.69it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2071.77it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2071.46it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2070.54it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2070.22it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2069.30it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2068.99it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2068.05it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2067.73it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2066.81it/s, iter=1.4e+03, step_size=0.893, tol=0.00293]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2066.50it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2065.58it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2065.27it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2064.35it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2064.05it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2063.12it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2062.70it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2061.78it/s, iter=1.4e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2061.35it/s, iter=1.40e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2060.44it/s, iter=1.40e+03, step_size=0.893, tol=0.00292]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2060.14it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2059.23it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2058.92it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2058.00it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2057.69it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2056.80it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2056.49it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2055.57it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2055.15it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2054.26it/s, iter=1.41e+03, step_size=0.893, tol=0.00291]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2053.96it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2053.06it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2052.76it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2051.87it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2051.57it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2050.55it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2050.24it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2049.34it/s, iter=1.41e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2048.96it/s, iter=1.42e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2048.00it/s, iter=1.42e+03, step_size=0.893, tol=0.0029]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2047.69it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2046.81it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2046.51it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2045.62it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2045.32it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2044.44it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2044.14it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2043.26it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2042.96it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2041.97it/s, iter=1.42e+03, step_size=0.893, tol=0.00289]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2041.67it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2040.77it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2040.47it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2039.59it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2039.29it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2038.42it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2038.12it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2037.25it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2036.95it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2035.80it/s, iter=1.42e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2035.50it/s, iter=1.43e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2034.61it/s, iter=1.43e+03, step_size=0.893, tol=0.00288]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2034.31it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2033.44it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2033.14it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2032.27it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2031.97it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2031.10it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2030.81it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2029.94it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2029.64it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2028.71it/s, iter=1.43e+03, step_size=0.893, tol=0.00287]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2028.41it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2027.54it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2027.24it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2026.38it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2026.03it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2025.09it/s, iter=1.43e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2024.79it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2023.92it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2023.56it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2022.63it/s, iter=1.44e+03, step_size=0.893, tol=0.00286]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2022.33it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2021.47it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2021.18it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2020.32it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2020.01it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2019.15it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2018.85it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2018.00it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2017.71it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2016.85it/s, iter=1.44e+03, step_size=0.893, tol=0.00285]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2016.55it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2015.70it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2015.41it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2014.55it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2014.26it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2013.41it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2013.12it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2012.26it/s, iter=1.44e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2011.97it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2011.00it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2010.70it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2009.85it/s, iter=1.45e+03, step_size=0.893, tol=0.00284]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2009.56it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2008.71it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2008.42it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2007.32it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2007.03it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2006.19it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2005.90it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2005.03it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2004.74it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2003.89it/s, iter=1.45e+03, step_size=0.893, tol=0.00283]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2003.59it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2002.74it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2002.45it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2001.60it/s, iter=1.45e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2001.32it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2000.48it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 2000.19it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1999.35it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1999.07it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1998.07it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1997.79it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1996.95it/s, iter=1.46e+03, step_size=0.893, tol=0.00282]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1996.66it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1995.82it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1995.54it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1994.70it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1994.42it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1993.58it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1993.30it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1992.45it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1992.16it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1991.33it/s, iter=1.46e+03, step_size=0.893, tol=0.00281]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1991.04it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1990.09it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1989.80it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1988.97it/s, iter=1.46e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1988.69it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1987.84it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1987.56it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1986.70it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1986.42it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1985.59it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1985.18it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1984.04it/s, iter=1.47e+03, step_size=0.893, tol=0.0028]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1983.76it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1982.94it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1982.66it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1981.82it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1981.54it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1980.72it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1980.44it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1979.61it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1979.33it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1978.50it/s, iter=1.47e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1978.23it/s, iter=1.48e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1977.40it/s, iter=1.48e+03, step_size=0.893, tol=0.00279]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1977.11it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1976.29it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1976.01it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1975.20it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1974.91it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1974.08it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1973.80it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1972.99it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1972.71it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1971.88it/s, iter=1.48e+03, step_size=0.893, tol=0.00278]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1971.60it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1970.77it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1970.48it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1969.66it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1969.39it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1968.57it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1968.29it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1967.45it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1967.16it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1966.35it/s, iter=1.48e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1966.06it/s, iter=1.49e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1965.25it/s, iter=1.49e+03, step_size=0.893, tol=0.00277]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1964.96it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1964.14it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1963.87it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1963.02it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1962.74it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1961.93it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1961.65it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1960.84it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1960.57it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1959.76it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1959.49it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1958.68it/s, iter=1.49e+03, step_size=0.893, tol=0.00276]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1958.41it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1957.59it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1957.32it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1956.50it/s, iter=1.49e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1956.23it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1955.32it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1955.04it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1954.24it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1953.96it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1953.15it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1952.88it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1952.05it/s, iter=1.5e+03, step_size=0.893, tol=0.00275]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1951.78it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1950.95it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1950.68it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1949.88it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1949.59it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1948.67it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1948.40it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1947.59it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1947.32it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1946.52it/s, iter=1.5e+03, step_size=0.893, tol=0.00274]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1946.25it/s, iter=1.5e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1945.45it/s, iter=1.5e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1945.18it/s, iter=1.50e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1944.38it/s, iter=1.50e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1944.11it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1943.31it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1943.03it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1942.24it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1941.97it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1941.17it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1940.90it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1940.11it/s, iter=1.51e+03, step_size=0.893, tol=0.00273]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1939.83it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1938.95it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1938.65it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1937.76it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1937.45it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1936.44it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1936.15it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1935.30it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1935.01it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1934.17it/s, iter=1.51e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1933.89it/s, iter=1.52e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1932.95it/s, iter=1.52e+03, step_size=0.893, tol=0.00272]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1932.65it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1931.59it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1931.28it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1930.39it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1930.09it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1929.18it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1928.87it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1927.74it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1927.43it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1926.54it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1926.24it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1925.35it/s, iter=1.52e+03, step_size=0.893, tol=0.00271]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1925.05it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1924.15it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1923.85it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1922.96it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1922.56it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1921.68it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1921.37it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1920.48it/s, iter=1.52e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1920.17it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1919.28it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1918.97it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1918.09it/s, iter=1.53e+03, step_size=0.893, tol=0.0027]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1917.79it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1916.69it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1916.39it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1915.51it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1915.21it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1914.32it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1914.02it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1913.14it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1912.84it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1911.95it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1911.65it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1910.72it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1910.46it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1909.66it/s, iter=1.53e+03, step_size=0.893, tol=0.00269]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1909.40it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1908.62it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1908.35it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1907.58it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1907.32it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1906.54it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1906.28it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1905.22it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1904.96it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1904.19it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1903.93it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1903.17it/s, iter=1.54e+03, step_size=0.893, tol=0.00268]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1902.91it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1902.02it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1901.76it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1900.99it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1900.74it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1899.87it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1899.60it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1898.83it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1898.57it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1897.80it/s, iter=1.54e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1897.54it/s, iter=1.55e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1896.66it/s, iter=1.55e+03, step_size=0.893, tol=0.00267]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1896.38it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1895.62it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1895.36it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1894.36it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1894.10it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1893.33it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1893.07it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1892.31it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1892.05it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1891.30it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1891.04it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1890.19it/s, iter=1.55e+03, step_size=0.893, tol=0.00266]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1889.93it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1889.17it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1888.92it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1888.16it/s, iter=1.55e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1887.91it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1887.15it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1886.89it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1886.14it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1885.88it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1885.13it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1884.87it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1883.86it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1883.60it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1882.84it/s, iter=1.56e+03, step_size=0.893, tol=0.00265]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1882.58it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1881.82it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1881.57it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1880.82it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1880.56it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1879.81it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1879.56it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1878.81it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1878.56it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1877.80it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1877.55it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1876.81it/s, iter=1.56e+03, step_size=0.893, tol=0.00264]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1876.55it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1875.81it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1875.56it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1874.82it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1874.56it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1873.80it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 26%|##6 | 1314/5000 [00:00<00:01, 1873.41it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2238.07it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2237.19it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2236.89it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2236.01it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2235.71it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2234.81it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2234.51it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2233.62it/s, iter=1.57e+03, step_size=0.893, tol=0.00263]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2233.32it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2232.43it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2232.14it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2231.26it/s, iter=1.57e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2230.96it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2230.08it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2229.79it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2228.90it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2228.60it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2227.73it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2227.43it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2226.56it/s, iter=1.58e+03, step_size=0.893, tol=0.00262]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2226.26it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2225.21it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2224.92it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2224.03it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2223.73it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2222.86it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2222.56it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2221.57it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2221.27it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2220.39it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2220.08it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2219.06it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2218.76it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2217.89it/s, iter=1.58e+03, step_size=0.893, tol=0.00261]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2217.59it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2216.71it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2216.42it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2215.53it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2215.23it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2214.25it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2213.95it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2212.16it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2211.54it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2209.59it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2209.05it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2207.37it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2206.81it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2204.84it/s, iter=1.59e+03, step_size=0.893, tol=0.0026]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2204.29it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2202.50it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2201.95it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2199.97it/s, iter=1.59e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2199.42it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2197.69it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2197.21it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2195.81it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2195.33it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2193.95it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2193.47it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2192.09it/s, iter=1.6e+03, step_size=0.893, tol=0.00259]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2191.62it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2190.21it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2189.75it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2188.34it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2187.87it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2186.50it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2186.04it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2184.66it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2184.19it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2182.88it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2182.48it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2181.29it/s, iter=1.6e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2180.89it/s, iter=1.60e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2179.71it/s, iter=1.60e+03, step_size=0.893, tol=0.00258]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2179.31it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2178.11it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2177.72it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2176.52it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2176.12it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2174.94it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2174.54it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2173.36it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2172.96it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2171.77it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2171.37it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2170.20it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2169.80it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2168.61it/s, iter=1.61e+03, step_size=0.893, tol=0.00257]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2168.19it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2167.15it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2166.80it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2165.76it/s, iter=1.61e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2165.41it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2164.36it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2164.01it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2162.98it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2162.63it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2161.48it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2161.12it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2160.09it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2159.75it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2158.72it/s, iter=1.62e+03, step_size=0.893, tol=0.00256]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2158.37it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2157.35it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2157.00it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2155.99it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2155.64it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2154.63it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2154.28it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2153.26it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2152.94it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2151.88it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2151.55it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2150.61it/s, iter=1.62e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2150.30it/s, iter=1.63e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2149.37it/s, iter=1.63e+03, step_size=0.893, tol=0.00255]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2149.05it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2148.13it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2147.82it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2146.90it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2146.58it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2145.65it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2145.34it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2144.41it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2144.10it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2143.17it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2142.86it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2141.94it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2141.63it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2140.57it/s, iter=1.63e+03, step_size=0.893, tol=0.00254]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2140.25it/s, iter=1.63e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2139.31it/s, iter=1.63e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2139.00it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2138.08it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2137.79it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2136.92it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2136.63it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2135.76it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2135.47it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2134.61it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2134.32it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2133.47it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2133.18it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2132.34it/s, iter=1.64e+03, step_size=0.893, tol=0.00253]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2132.05it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2131.20it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2130.91it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2130.07it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2129.78it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2128.91it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2128.62it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2127.77it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2127.48it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2126.64it/s, iter=1.64e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2126.36it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2125.52it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2125.23it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2124.39it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2124.08it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2123.23it/s, iter=1.65e+03, step_size=0.893, tol=0.00252]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2122.95it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2122.14it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2121.85it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2121.04it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2120.77it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2119.96it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2119.64it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2118.76it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2118.48it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2117.51it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2117.19it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2116.39it/s, iter=1.65e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2116.12it/s, iter=1.66e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2115.31it/s, iter=1.66e+03, step_size=0.893, tol=0.00251]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2115.05it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2113.74it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2113.44it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2112.62it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2112.34it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2111.44it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2111.16it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2109.77it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2109.21it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2106.98it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2106.38it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2104.11it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2103.61it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2102.04it/s, iter=1.66e+03, step_size=0.893, tol=0.0025]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2101.26it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2099.63it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2099.22it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2098.00it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2097.70it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2096.70it/s, iter=1.66e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2096.40it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2095.50it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2095.10it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2094.15it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2093.87it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2093.05it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2092.76it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2091.94it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2091.66it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2090.84it/s, iter=1.67e+03, step_size=0.893, tol=0.00249]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2090.57it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2089.75it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2089.48it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2088.67it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2088.39it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2087.59it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2087.25it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2086.39it/s, iter=1.67e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2086.10it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2085.23it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2084.96it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2083.94it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2083.56it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2082.68it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2082.41it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2081.59it/s, iter=1.68e+03, step_size=0.893, tol=0.00248]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2081.32it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2080.54it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2080.27it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2079.50it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2079.23it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2078.44it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2078.17it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2077.40it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2077.14it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2076.35it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2076.08it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2075.29it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2075.03it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2074.25it/s, iter=1.68e+03, step_size=0.893, tol=0.00247]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2073.99it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2073.21it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2072.66it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2071.26it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2070.64it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2069.40it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2069.04it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2067.95it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2067.68it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2066.74it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2066.37it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2065.58it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2065.27it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2064.31it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2064.04it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2063.26it/s, iter=1.69e+03, step_size=0.893, tol=0.00246]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2062.98it/s, iter=1.69e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2062.03it/s, iter=1.69e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2061.60it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2060.70it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2060.18it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2059.01it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2058.73it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2057.91it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2057.63it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2056.81it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2056.54it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2055.72it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2055.44it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2054.59it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2054.26it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2053.09it/s, iter=1.7e+03, step_size=0.893, tol=0.00245]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2052.74it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2051.94it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2051.68it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2050.68it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2050.35it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2049.46it/s, iter=1.7e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2049.20it/s, iter=1.70e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2048.43it/s, iter=1.70e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2048.18it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2047.43it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2047.17it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2046.42it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2046.17it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2045.42it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2045.16it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2044.41it/s, iter=1.71e+03, step_size=0.893, tol=0.00244]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2044.15it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2043.40it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2043.09it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2041.88it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2041.62it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2040.87it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2040.39it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2039.63it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2039.37it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2038.62it/s, iter=1.71e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2038.36it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2037.61it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2037.34it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2036.59it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2036.34it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2035.57it/s, iter=1.72e+03, step_size=0.893, tol=0.00243]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2035.32it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2034.57it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2034.32it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2033.57it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2033.32it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2032.58it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2032.33it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2031.57it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2031.32it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2030.58it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2030.33it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2029.40it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2029.15it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2028.37it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2028.01it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2026.52it/s, iter=1.72e+03, step_size=0.893, tol=0.00242]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2026.25it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2025.46it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2025.19it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2024.18it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2023.82it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2023.05it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2022.80it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2021.96it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2021.71it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2020.65it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2020.40it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2019.47it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2019.18it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2018.43it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2018.18it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2017.43it/s, iter=1.73e+03, step_size=0.893, tol=0.00241]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2017.17it/s, iter=1.73e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2016.42it/s, iter=1.73e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2016.16it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2015.42it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2015.14it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2014.39it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2014.14it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2013.41it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2013.16it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2012.42it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2012.13it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2011.31it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2011.07it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2010.33it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2010.08it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2009.19it/s, iter=1.74e+03, step_size=0.893, tol=0.0024]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2008.89it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2008.17it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2007.93it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2007.20it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2006.96it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2006.23it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2005.99it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2005.27it/s, iter=1.74e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2005.02it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2004.31it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2004.06it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2003.35it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2002.92it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2001.85it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2001.48it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2000.65it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 2000.38it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1999.61it/s, iter=1.75e+03, step_size=0.893, tol=0.00239]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1999.35it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1998.36it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1998.10it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1997.33it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1997.07it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1996.04it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1995.68it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1994.84it/s, iter=1.75e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1994.60it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1993.86it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1993.61it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1992.89it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1992.56it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1991.84it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1991.59it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1990.87it/s, iter=1.76e+03, step_size=0.893, tol=0.00238]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1990.62it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1989.89it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1989.62it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1988.73it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1988.48it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1987.77it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1987.53it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1986.83it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1986.59it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1985.87it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1985.58it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1984.56it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1984.21it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1983.50it/s, iter=1.76e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1983.26it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1982.56it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1982.32it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1981.60it/s, iter=1.77e+03, step_size=0.893, tol=0.00237]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1981.36it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1980.66it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1980.42it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1979.72it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1979.48it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1978.59it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1978.35it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1977.65it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1977.42it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1976.71it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1976.48it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1975.76it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1975.52it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1974.82it/s, iter=1.77e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1974.58it/s, iter=1.78e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1973.88it/s, iter=1.78e+03, step_size=0.893, tol=0.00236]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1973.64it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1972.95it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1972.71it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1972.02it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1971.78it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1971.08it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1970.84it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1970.14it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1969.91it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1969.22it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1968.83it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1968.13it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1967.89it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1967.19it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1966.95it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1966.26it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1966.02it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1965.32it/s, iter=1.78e+03, step_size=0.893, tol=0.00235]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1965.09it/s, iter=1.78e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1964.39it/s, iter=1.78e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1964.16it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1963.35it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1963.11it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1962.41it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1962.18it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1961.49it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1961.25it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1960.56it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1960.33it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1959.63it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1959.39it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1958.50it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 31%|###1 | 1570/5000 [00:00<00:01, 1958.26it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2236.22it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2235.45it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2235.18it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2234.39it/s, iter=1.79e+03, step_size=0.893, tol=0.00234]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2234.12it/s, iter=1.79e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2233.34it/s, iter=1.79e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2233.08it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2232.29it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2232.03it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2231.18it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2230.89it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2229.97it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2229.69it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2228.81it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2228.54it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2227.74it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2227.47it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2226.68it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2226.31it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2225.41it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2225.14it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2224.35it/s, iter=1.8e+03, step_size=0.893, tol=0.00233]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2224.08it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2223.29it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2223.02it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2222.23it/s, iter=1.8e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2221.96it/s, iter=1.80e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2221.16it/s, iter=1.80e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2220.85it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2219.94it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2219.67it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2218.86it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2218.60it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2217.81it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2217.54it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2216.75it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2216.48it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2215.66it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2215.28it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2214.39it/s, iter=1.81e+03, step_size=0.893, tol=0.00232]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2214.13it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2213.36it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2213.10it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2212.32it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2212.06it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2211.29it/s, iter=1.81e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2211.03it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2210.17it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2209.91it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2209.13it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2208.87it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2208.10it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2207.84it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2207.07it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2206.81it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2206.05it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2205.78it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2205.00it/s, iter=1.82e+03, step_size=0.893, tol=0.00231]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2204.74it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2203.78it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2203.52it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2202.76it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2202.50it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2201.74it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2201.48it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2200.71it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2200.46it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2199.70it/s, iter=1.82e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2199.44it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2198.59it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2198.33it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2197.57it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2197.30it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2196.54it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2196.28it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2195.52it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2195.27it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2194.51it/s, iter=1.83e+03, step_size=0.893, tol=0.0023]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2194.21it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2193.24it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2192.99it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2192.23it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2191.98it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2191.13it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2190.87it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2190.09it/s, iter=1.83e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2189.83it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2189.08it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2188.82it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2188.06it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2187.81it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2187.05it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2186.79it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2186.03it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2185.78it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2185.02it/s, iter=1.84e+03, step_size=0.893, tol=0.00229]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2184.77it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2184.02it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2183.76it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2182.84it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2182.52it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2181.77it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2181.51it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2180.76it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2180.51it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2179.76it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2179.51it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2178.67it/s, iter=1.84e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2178.42it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2177.68it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2177.43it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2176.68it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2176.43it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2175.58it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2175.33it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2174.59it/s, iter=1.85e+03, step_size=0.893, tol=0.00228]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2174.34it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2173.61it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2173.36it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2172.62it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2172.35it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2171.61it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2171.36it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2170.62it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2170.37it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2169.61it/s, iter=1.85e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2169.36it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2168.62it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2168.37it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2167.62it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2167.37it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2166.63it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2166.38it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2165.65it/s, iter=1.86e+03, step_size=0.893, tol=0.00227]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2165.40it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2164.67it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2164.42it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2163.68it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2163.43it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2162.69it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2162.44it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2161.70it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2161.45it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2160.71it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2160.46it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2159.73it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2159.48it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2158.73it/s, iter=1.86e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2158.48it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2157.75it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2157.49it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2156.66it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2156.41it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2155.67it/s, iter=1.87e+03, step_size=0.893, tol=0.00226]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2154.97it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2153.00it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2152.59it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2150.85it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2150.20it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2149.36it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2149.04it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2147.76it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2147.43it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2146.54it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2146.19it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2144.30it/s, iter=1.87e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2143.66it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2141.91it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2140.82it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2138.48it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2137.75it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2136.51it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2136.20it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2135.28it/s, iter=1.88e+03, step_size=0.893, tol=0.00225]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2134.97it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2134.05it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2133.74it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2132.83it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2132.52it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2131.02it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2130.63it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2129.72it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2129.41it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2128.50it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2128.20it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2126.74it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2126.25it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2125.34it/s, iter=1.88e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2124.96it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2123.85it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2123.57it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2122.41it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2122.10it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2121.04it/s, iter=1.89e+03, step_size=0.893, tol=0.00224]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2120.61it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2119.51it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2119.05it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2117.96it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2117.62it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2116.56it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2116.18it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2115.38it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2115.10it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2114.21it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2113.91it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2113.06it/s, iter=1.89e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2112.67it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2111.25it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2110.73it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2109.76it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2109.45it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2108.54it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2108.27it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2106.94it/s, iter=1.9e+03, step_size=0.893, tol=0.00223]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2106.62it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2105.74it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2105.47it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2104.67it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2104.40it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2103.59it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2103.32it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2102.52it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2102.25it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2101.45it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2101.06it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2100.17it/s, iter=1.9e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2099.91it/s, iter=1.90e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2099.09it/s, iter=1.90e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2098.84it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2098.11it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2097.86it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2097.13it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2096.88it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2096.15it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2095.91it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2095.17it/s, iter=1.91e+03, step_size=0.893, tol=0.00222]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2094.93it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2094.20it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2093.95it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2093.23it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2092.98it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2092.18it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2091.93it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2090.61it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2090.05it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2089.13it/s, iter=1.91e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2088.75it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2088.02it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2087.78it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2087.02it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2086.78it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2086.06it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2085.83it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2085.12it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2084.88it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2084.17it/s, iter=1.92e+03, step_size=0.893, tol=0.00221]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2083.93it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2083.22it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2082.97it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2082.26it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2082.02it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2081.09it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2080.85it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2080.14it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2079.90it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2079.20it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2078.93it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2078.00it/s, iter=1.92e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2077.69it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2076.99it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2076.75it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2076.05it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2075.82it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2075.12it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2074.88it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2074.18it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2073.94it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2073.24it/s, iter=1.93e+03, step_size=0.893, tol=0.0022]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2073.01it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2072.31it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2071.99it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2071.15it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2070.91it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2070.07it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2069.69it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2068.56it/s, iter=1.93e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2068.19it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2067.24it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2067.00it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2066.23it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2065.99it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2065.28it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2065.04it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2064.34it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2064.10it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2063.16it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2062.75it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2061.77it/s, iter=1.94e+03, step_size=0.893, tol=0.00219]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2061.54it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2060.84it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2060.60it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2059.91it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2059.66it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2058.97it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2058.73it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2058.04it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2057.81it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2057.12it/s, iter=1.94e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2056.88it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2056.19it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2055.95it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2055.22it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2054.87it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2053.75it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2053.26it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2051.86it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2051.40it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2050.03it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2049.67it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2048.52it/s, iter=1.95e+03, step_size=0.893, tol=0.00218]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2048.16it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2046.66it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2045.87it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2043.90it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2043.29it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2042.05it/s, iter=1.95e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2041.68it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2040.63it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2040.27it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2038.52it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2037.82it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2036.60it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2036.21it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2034.99it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2034.57it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2033.30it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2032.94it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2031.29it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2030.62it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2028.89it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2028.22it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2025.72it/s, iter=1.96e+03, step_size=0.893, tol=0.00217]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2025.24it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2024.02it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2023.70it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2022.59it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2022.27it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2021.26it/s, iter=1.96e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2020.94it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2019.84it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2019.43it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2017.83it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2017.44it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2016.23it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2015.75it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2014.53it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2014.21it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2013.20it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2012.88it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2011.71it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2011.27it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2010.26it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2009.86it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2008.81it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2008.50it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2007.60it/s, iter=1.97e+03, step_size=0.893, tol=0.00216]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2007.30it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2006.24it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2005.94it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2005.08it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2004.81it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2003.82it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2003.51it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2002.63it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2002.37it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2001.60it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2001.34it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2000.57it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 2000.31it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1999.42it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1999.16it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1998.39it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1997.97it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1997.15it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1996.81it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1996.02it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1995.76it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1994.91it/s, iter=1.98e+03, step_size=0.893, tol=0.00215]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1994.64it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1993.74it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1993.47it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1992.66it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1992.39it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1991.59it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1991.33it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1990.54it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1990.28it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1989.49it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1989.06it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1988.13it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1987.83it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1987.04it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1986.78it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1985.99it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1985.73it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1984.95it/s, iter=1.99e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1984.69it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1983.90it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1983.52it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1982.45it/s, iter=2e+03, step_size=0.893, tol=0.00214]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1982.12it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1981.26it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1980.94it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1979.63it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1978.66it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1976.09it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1975.01it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1972.70it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1971.99it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1970.13it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1969.60it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1968.22it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1967.82it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1965.75it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1964.99it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1962.84it/s, iter=2e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1961.94it/s, iter=2.00e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1960.31it/s, iter=2.00e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1959.54it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1958.14it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1957.81it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1956.60it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1956.30it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1954.92it/s, iter=2.01e+03, step_size=0.893, tol=0.00213]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1954.25it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1953.25it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1952.83it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1951.69it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1951.22it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1950.11it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 36%|###5 | 1793/5000 [00:00<00:01, 1949.73it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2188.71it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2186.35it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2185.44it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2183.90it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2183.54it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2182.41it/s, iter=2.01e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2181.90it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2180.80it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2180.45it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2179.35it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2178.96it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2177.45it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2176.88it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2175.59it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2174.97it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2173.76it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2173.40it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2172.38it/s, iter=2.02e+03, step_size=0.893, tol=0.00212]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2171.76it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2170.27it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2169.92it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2168.74it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2168.40it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2167.39it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2167.05it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2165.66it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2165.06it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2163.67it/s, iter=2.02e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2163.37it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2162.47it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2162.17it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2161.30it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2161.00it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2160.12it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2159.82it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2158.85it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2158.55it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2157.58it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2157.28it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2155.79it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2155.41it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2154.48it/s, iter=2.03e+03, step_size=0.893, tol=0.00211]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2154.20it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2153.36it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2153.08it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2151.96it/s, iter=2.03e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2151.16it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2148.92it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2148.29it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2146.08it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2145.47it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2143.58it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2142.91it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2141.04it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2140.33it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2138.76it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2138.27it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2136.79it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2136.19it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2134.51it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2133.71it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2132.16it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2131.75it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2130.56it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2130.17it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2128.99it/s, iter=2.04e+03, step_size=0.893, tol=0.0021]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2128.65it/s, iter=2.04e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2127.58it/s, iter=2.04e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2127.25it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2126.27it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2125.94it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2124.96it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2124.63it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2123.66it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2123.33it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2122.35it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2122.01it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2120.92it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2120.55it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2119.49it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2119.18it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2118.25it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2117.94it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2117.00it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2116.68it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2115.76it/s, iter=2.05e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2115.44it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2114.47it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2113.91it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2112.46it/s, iter=2.06e+03, step_size=0.893, tol=0.00209]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2112.13it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2111.01it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2110.69it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2109.72it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2109.41it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2108.60it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2108.33it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2107.52it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2107.24it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2106.32it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2105.94it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2105.12it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2104.84it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2104.03it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2103.75it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2102.94it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2102.47it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2100.71it/s, iter=2.06e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2100.10it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2098.76it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2098.45it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2097.67it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2097.40it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2096.62it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2096.35it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2095.45it/s, iter=2.07e+03, step_size=0.893, tol=0.00208]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2095.13it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2094.35it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2094.09it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2093.14it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2092.88it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2091.96it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2091.60it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2090.82it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2090.56it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2089.79it/s, iter=2.07e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2089.53it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2088.76it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2088.35it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2087.60it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2087.37it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2086.67it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2086.44it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2085.74it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2085.51it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2084.42it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2084.19it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2083.49it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2083.25it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2082.56it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2082.32it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2081.34it/s, iter=2.08e+03, step_size=0.893, tol=0.00207]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2081.03it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2080.32it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2080.09it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2079.39it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2079.15it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2078.45it/s, iter=2.08e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2078.11it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2076.90it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2076.37it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2075.52it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2075.24it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2074.04it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2073.75it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2072.92it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2072.64it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2071.80it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2071.53it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2070.43it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2070.15it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2069.02it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2068.73it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2067.74it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2067.30it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2066.36it/s, iter=2.09e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2065.81it/s, iter=2.1e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2064.97it/s, iter=2.1e+03, step_size=0.893, tol=0.00206]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2064.72it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2063.64it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2063.39it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2062.63it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2062.37it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2061.62it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2061.36it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2060.33it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2060.08it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2059.16it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2058.91it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2058.15it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2057.89it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2056.80it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2056.54it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2055.78it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2055.55it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2054.87it/s, iter=2.1e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2054.64it/s, iter=2.10e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2053.93it/s, iter=2.10e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2053.52it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2052.61it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2052.38it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2051.63it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2051.38it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2049.75it/s, iter=2.11e+03, step_size=0.893, tol=0.00205]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2049.15it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2047.36it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2046.66it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2045.05it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2044.46it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2043.20it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2042.71it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2041.43it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2041.04it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2039.18it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2038.38it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2036.78it/s, iter=2.11e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2036.33it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2034.21it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2033.59it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2031.81it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2031.11it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2029.14it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2028.72it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2027.53it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2027.14it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2025.92it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2025.46it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2024.40it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2023.84it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2022.47it/s, iter=2.12e+03, step_size=0.893, tol=0.00204]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2022.12it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2021.06it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2020.70it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2019.67it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2019.33it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2018.28it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2017.97it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2017.14it/s, iter=2.12e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2016.87it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2016.05it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2015.78it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2014.97it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2014.69it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2013.96it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:00<00:01, 2013.62it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2012.66it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2012.41it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2011.68it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2011.44it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2010.72it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2010.47it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2009.58it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2009.34it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2008.29it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2008.02it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2007.28it/s, iter=2.13e+03, step_size=0.893, tol=0.00203]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2007.03it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2006.31it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2006.07it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2005.34it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2005.01it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2003.76it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2003.46it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2002.66it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2002.40it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2001.00it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 2000.73it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1999.92it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1999.66it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1998.88it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1998.61it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1997.49it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1997.03it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1996.24it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1995.92it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1995.04it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1994.77it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1993.92it/s, iter=2.14e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1993.66it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1992.79it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1992.56it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1991.39it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1990.79it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1988.71it/s, iter=2.15e+03, step_size=0.893, tol=0.00202]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1988.23it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1987.39it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1987.11it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1986.14it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1985.67it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1984.19it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1983.76it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1982.80it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1982.50it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1981.61it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1981.31it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1980.10it/s, iter=2.15e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1979.77it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1978.80it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1978.36it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1976.85it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1976.44it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1974.68it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1974.28it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1973.27it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1972.94it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1971.86it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1971.54it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1970.44it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1970.03it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1968.72it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1968.20it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1967.32it/s, iter=2.16e+03, step_size=0.893, tol=0.00201]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1967.03it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1966.18it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1965.83it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1963.94it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1963.49it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1962.52it/s, iter=2.16e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1962.17it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1960.75it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1960.40it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1959.47it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1959.21it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1958.18it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1957.74it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1956.29it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1955.95it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1954.95it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1954.68it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1953.89it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1953.61it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1952.86it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1952.58it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1951.70it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1951.42it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1950.37it/s, iter=2.17e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1950.00it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1948.64it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1948.38it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1947.45it/s, iter=2.18e+03, step_size=0.893, tol=0.002]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1947.16it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1946.29it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1946.07it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1945.42it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1945.20it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1944.55it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1944.29it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1943.54it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1943.29it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1942.23it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1941.96it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1941.29it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1941.06it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1940.27it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1940.05it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1939.38it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1939.16it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1938.52it/s, iter=2.18e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1938.30it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1937.63it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1937.42it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1936.79it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1936.59it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1936.00it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1935.80it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1935.21it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1935.01it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1934.41it/s, iter=2.19e+03, step_size=0.893, tol=0.00199]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1934.17it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1932.92it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1932.63it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1931.97it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1931.74it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1930.87it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1930.46it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1929.41it/s, iter=2.19e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1929.08it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1927.82it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1927.36it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1926.24it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1925.97it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1925.11it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1924.86it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1924.12it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1923.88it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1923.16it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1922.91it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1922.19it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1921.95it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1921.22it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1920.98it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1920.26it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1920.02it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1919.31it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1919.07it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1918.34it/s, iter=2.2e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1918.05it/s, iter=2.20e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1917.41it/s, iter=2.20e+03, step_size=0.893, tol=0.00198]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1917.20it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1916.57it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1916.36it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1915.72it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1915.51it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1914.88it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1914.67it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1914.05it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1913.84it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1913.19it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1912.95it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1912.29it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1912.07it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1911.44it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1911.23it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1910.45it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1910.24it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1909.60it/s, iter=2.21e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1909.39it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1908.81it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1908.61it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1907.99it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1907.80it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1907.22it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1907.03it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1906.46it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1906.27it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1905.69it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1905.50it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1904.86it/s, iter=2.22e+03, step_size=0.893, tol=0.00197]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1904.67it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1904.10it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 40%|#### | 2013/5000 [00:01<00:01, 1903.91it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2102.22it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2100.83it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2100.55it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2099.67it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2099.25it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2098.37it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2098.14it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2097.46it/s, iter=2.22e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2097.23it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2096.54it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2096.29it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2095.61it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2095.38it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2094.64it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2094.32it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2093.50it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2093.21it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2092.52it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2092.29it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2091.61it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2091.38it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2090.70it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2090.47it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2089.72it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2089.49it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2088.81it/s, iter=2.23e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2088.60it/s, iter=2.24e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2087.98it/s, iter=2.24e+03, step_size=0.893, tol=0.00196]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2087.77it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2087.15it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2086.94it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2086.20it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2085.93it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2085.31it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2085.10it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2084.47it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2084.20it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2083.59it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2083.37it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2082.76it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2082.55it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2081.93it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2081.72it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2081.10it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2080.89it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2080.28it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2080.07it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2079.46it/s, iter=2.24e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2079.24it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2078.53it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2078.34it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2077.77it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2077.58it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2077.01it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2076.82it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2076.19it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2075.99it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2075.40it/s, iter=2.25e+03, step_size=0.893, tol=0.00195]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2075.16it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2074.53it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2074.32it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2073.76it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2073.56it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2072.99it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2072.80it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2072.23it/s, iter=2.25e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2072.04it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2071.48it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2071.29it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2070.62it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2070.43it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2069.86it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2069.59it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2068.20it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2067.87it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2067.24it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2067.05it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2066.48it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2066.29it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2065.72it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2065.53it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2064.97it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2064.78it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2064.23it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2064.03it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2063.42it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2063.15it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2062.58it/s, iter=2.26e+03, step_size=0.893, tol=0.00194]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2062.39it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2061.77it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2061.58it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2061.02it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2060.83it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2060.27it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2060.08it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2059.52it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2059.33it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2058.78it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2058.59it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2058.03it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2057.85it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2057.29it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2057.10it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2056.54it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2056.35it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2055.72it/s, iter=2.27e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2055.49it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2054.90it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2054.72it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2054.16it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2053.96it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2053.40it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2053.22it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2052.61it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2052.39it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2051.49it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2051.20it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2050.52it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2050.33it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2049.74it/s, iter=2.28e+03, step_size=0.893, tol=0.00193]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2049.55it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2048.97it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2048.77it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2048.13it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2047.90it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2047.07it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2046.79it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2046.24it/s, iter=2.28e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2046.05it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2045.50it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2045.31it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2044.76it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2044.57it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2044.02it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2043.83it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2043.27it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2043.08it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2042.53it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2042.34it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2041.79it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2041.60it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2041.05it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2040.87it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2040.20it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2040.02it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2039.41it/s, iter=2.29e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2039.22it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2038.67it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2038.48it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2037.88it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2037.53it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2036.90it/s, iter=2.3e+03, step_size=0.893, tol=0.00192]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2036.72it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2036.17it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2035.99it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2035.43it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2035.24it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2034.70it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2034.51it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2033.97it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2033.78it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2033.17it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2032.93it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2032.37it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2032.19it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2031.65it/s, iter=2.3e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2031.46it/s, iter=2.30e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2030.92it/s, iter=2.30e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2030.74it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2030.20it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2030.01it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2029.47it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2029.28it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2028.75it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2028.56it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2028.02it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2027.84it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2027.30it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2027.12it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2026.57it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2026.38it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2025.80it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2025.53it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2024.99it/s, iter=2.31e+03, step_size=0.893, tol=0.00191]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2024.80it/s, iter=2.31e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2024.26it/s, iter=2.31e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2024.07it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2023.53it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2023.35it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2022.81it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2022.63it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2022.09it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2021.91it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2021.36it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2021.15it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2020.58it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2020.34it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2019.81it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2019.63it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2019.09it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2018.91it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2018.24it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2018.06it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2017.52it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2017.31it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2016.75it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2016.57it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2015.95it/s, iter=2.32e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2015.76it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2015.23it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2015.05it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2014.46it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2014.27it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2013.72it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2013.53it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2012.96it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2012.78it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2012.24it/s, iter=2.33e+03, step_size=0.893, tol=0.0019]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2012.06it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2011.53it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2011.35it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2010.70it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2010.51it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2009.98it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2009.80it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2009.26it/s, iter=2.33e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2009.07it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2008.54it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2008.35it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2007.82it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2007.64it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2006.99it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2006.80it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2006.26it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2006.08it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2005.49it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2005.31it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2004.62it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2004.44it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2003.90it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2003.71it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2003.18it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2003.00it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2002.47it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2002.29it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2001.77it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2001.59it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2001.06it/s, iter=2.34e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2000.89it/s, iter=2.35e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2000.36it/s, iter=2.35e+03, step_size=0.893, tol=0.00189]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 2000.18it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1999.65it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1999.48it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1998.95it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1998.77it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1998.25it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1998.07it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1997.55it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1997.34it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1996.79it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1996.55it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1996.03it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1995.84it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1995.32it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1995.14it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1994.62it/s, iter=2.35e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1994.44it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1993.92it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1993.74it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1993.22it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1993.05it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1992.53it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1992.35it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1991.83it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1991.66it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1991.14it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1990.96it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1990.44it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1990.27it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1989.71it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1989.45it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1988.92it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1988.74it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1988.22it/s, iter=2.36e+03, step_size=0.893, tol=0.00188]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1988.05it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1987.46it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1987.28it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1986.75it/s, iter=2.36e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1986.58it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1986.05it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1985.88it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1985.36it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1985.18it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1984.66it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1984.49it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1983.97it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1983.80it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1983.28it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1983.11it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1982.59it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1982.40it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1981.89it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1981.71it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1981.20it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1981.02it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1980.51it/s, iter=2.37e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1980.33it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1979.81it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1979.64it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1979.13it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1978.95it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1978.44it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1978.26it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1977.72it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1977.52it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1977.00it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1976.83it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1976.26it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1976.09it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1975.58it/s, iter=2.38e+03, step_size=0.893, tol=0.00187]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1975.34it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1974.83it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1974.66it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1974.14it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1973.97it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1973.44it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1973.27it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1972.75it/s, iter=2.38e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1972.57it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1972.06it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1971.88it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1971.37it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1971.20it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1970.68it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1970.51it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1969.99it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1969.81it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1969.29it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1969.12it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1968.61it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1968.39it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1967.86it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1967.69it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1967.17it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1966.99it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1966.48it/s, iter=2.39e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1966.31it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1965.80it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1965.63it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1965.12it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1964.94it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1964.42it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1964.25it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1963.75it/s, iter=2.4e+03, step_size=0.893, tol=0.00186]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1963.57it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1963.07it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1962.89it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1962.39it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1962.22it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1961.71it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1961.54it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1960.97it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1960.80it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1960.29it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1960.11it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1959.61it/s, iter=2.4e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1959.44it/s, iter=2.40e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1958.93it/s, iter=2.40e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1958.76it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1958.25it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1958.08it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1957.57it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1957.40it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1956.84it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1956.68it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1956.12it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1955.95it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1955.45it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1955.28it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1954.77it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1954.59it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1954.08it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1953.91it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1953.40it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1953.23it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1952.73it/s, iter=2.41e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1952.56it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1952.05it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1951.88it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1951.38it/s, iter=2.42e+03, step_size=0.893, tol=0.00185]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1951.21it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1950.71it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1950.54it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1950.04it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1949.87it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1949.36it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1949.19it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1948.63it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1948.47it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1947.97it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1947.80it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1947.30it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1947.08it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1946.58it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1946.41it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1945.91it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1945.73it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1945.23it/s, iter=2.42e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1945.06it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1944.56it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1944.39it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1943.89it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1943.72it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1943.22it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1943.05it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1942.55it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1942.38it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1941.88it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1941.71it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1941.21it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1941.04it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1940.48it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1940.31it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1939.80it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1939.63it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1939.13it/s, iter=2.43e+03, step_size=0.893, tol=0.00184]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1938.97it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1938.47it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1938.30it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1937.80it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1937.63it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1937.11it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1936.94it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1936.39it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1936.23it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1935.73it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1935.57it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1935.07it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1934.91it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1934.41it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1934.24it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1933.74it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1933.57it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1933.08it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1932.91it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1932.42it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1932.26it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1931.77it/s, iter=2.44e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1931.60it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1931.11it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1930.94it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1930.45it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1930.28it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1929.80it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1929.63it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1929.14it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1928.96it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1928.47it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1928.30it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1927.81it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1927.64it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1927.14it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1926.98it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1926.48it/s, iter=2.45e+03, step_size=0.893, tol=0.00183]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1926.31it/s, iter=2.45e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1925.82it/s, iter=2.45e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1925.66it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1925.17it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1925.00it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1924.51it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1924.35it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1923.86it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1923.70it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1923.21it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1923.05it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1922.55it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1922.39it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1921.90it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1921.74it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1921.25it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1921.09it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1920.46it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 44%|####4 | 2223/5000 [00:01<00:01, 1920.30it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2128.35it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2127.82it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2127.64it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2127.10it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2126.92it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2126.38it/s, iter=2.46e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2126.20it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2125.66it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2125.48it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2124.89it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2124.71it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2124.17it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2123.99it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2123.39it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2123.21it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2122.67it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2122.49it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2121.96it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2121.78it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2121.17it/s, iter=2.47e+03, step_size=0.893, tol=0.00182]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2120.99it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2120.45it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2120.27it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2119.73it/s, iter=2.47e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2119.55it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2118.94it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2118.75it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2118.22it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2118.04it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2117.51it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2117.33it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2116.80it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2116.51it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2115.88it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2115.70it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2115.17it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2114.99it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2114.45it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2114.21it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2113.68it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2113.50it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2112.96it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2112.79it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2112.25it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2112.07it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2111.53it/s, iter=2.48e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2111.35it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2110.82it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2110.64it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2110.10it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2109.92it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2109.39it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2109.21it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2108.65it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2108.44it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2107.92it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2107.74it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2107.13it/s, iter=2.49e+03, step_size=0.893, tol=0.00181]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2106.83it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2106.29it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2106.12it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2105.58it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2105.41it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2104.88it/s, iter=2.49e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2104.70it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2104.15it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2103.95it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2103.43it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2103.25it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2102.71it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2102.53it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2102.01it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2101.83it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2101.31it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2101.13it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2100.61it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2100.43it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2099.80it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2099.62it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2099.09it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2098.91it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2098.33it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2098.16it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2097.64it/s, iter=2.5e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2097.46it/s, iter=2.50e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2096.93it/s, iter=2.50e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2096.76it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2096.23it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2096.05it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2095.53it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2095.35it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2094.83it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2094.62it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2093.79it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2093.61it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2093.08it/s, iter=2.51e+03, step_size=0.893, tol=0.0018]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2092.85it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2092.25it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2092.08it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2091.55it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2091.38it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2090.86it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2090.68it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2090.16it/s, iter=2.51e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2089.98it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2089.46it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2089.29it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2088.76it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2088.58it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2088.06it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2087.88it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2087.35it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2087.18it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2086.66it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2086.49it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2085.97it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2085.73it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2085.15it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2084.96it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2084.42it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2084.25it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2083.73it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2083.53it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2082.98it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2082.81it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2082.30it/s, iter=2.52e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2082.12it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2081.61it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2081.43it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2080.91it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2080.74it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2080.22it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2080.05it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2079.54it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2079.37it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2078.84it/s, iter=2.53e+03, step_size=0.893, tol=0.00179]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2078.55it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2078.03it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2077.85it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2077.34it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2077.17it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2076.66it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2076.48it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2075.96it/s, iter=2.53e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2075.79it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2075.27it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2075.10it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2074.58it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2074.41it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2073.89it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2073.72it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2073.21it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2073.03it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2072.51it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2072.34it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2071.83it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2071.51it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2071.01it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2070.83it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2070.32it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2070.14it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2069.62it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2069.45it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2068.79it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2068.61it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2067.91it/s, iter=2.54e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2067.57it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2066.87it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2066.60it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2066.03it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2065.86it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2065.35it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2065.18it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2064.55it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2064.38it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2063.87it/s, iter=2.55e+03, step_size=0.893, tol=0.00178]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2063.70it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2063.14it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2062.97it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2062.47it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2062.30it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2061.79it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2061.62it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2061.11it/s, iter=2.55e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2060.89it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2060.37it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2060.20it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2059.70it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2059.53it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2059.02it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2058.85it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2058.35it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2058.18it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2057.61it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2057.44it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2056.94it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2056.77it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2056.27it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2056.10it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2055.59it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2055.42it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2054.92it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2054.75it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2054.25it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2054.08it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2053.58it/s, iter=2.56e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2053.41it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2052.90it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2052.73it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2052.23it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2052.05it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2051.55it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2051.38it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2050.81it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2050.64it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2050.14it/s, iter=2.57e+03, step_size=0.893, tol=0.00177]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2049.97it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2049.47it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2049.31it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2048.81it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2048.64it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2048.13it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2047.96it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2047.47it/s, iter=2.57e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2047.30it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2046.80it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2046.63it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2046.13it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2045.97it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2045.46it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2045.30it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2044.75it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2044.58it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2044.03it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2043.86it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2043.30it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2043.13it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2042.62it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2042.46it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2041.96it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2041.79it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2041.30it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2041.13it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2040.47it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2040.07it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2039.39it/s, iter=2.58e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2039.22it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2038.60it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2038.36it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2037.83it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2037.66it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2037.06it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2036.89it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2036.39it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2036.22it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2035.73it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2035.56it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2035.07it/s, iter=2.59e+03, step_size=0.893, tol=0.00176]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2034.91it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2034.41it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2034.23it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2033.74it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2033.57it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2033.08it/s, iter=2.59e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2032.92it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2032.43it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2032.26it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2031.76it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2031.60it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2031.11it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2030.94it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2030.39it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2030.22it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2029.74it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2029.57it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2029.08it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2028.91it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2028.42it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2028.26it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2027.77it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2027.60it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2027.12it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2026.95it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2026.46it/s, iter=2.6e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2026.30it/s, iter=2.60e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2025.81it/s, iter=2.60e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2025.65it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2025.17it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2025.00it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2024.35it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2024.03it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2023.21it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2022.99it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2022.48it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2022.32it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2021.80it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2021.63it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2021.11it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2020.95it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2020.46it/s, iter=2.61e+03, step_size=0.893, tol=0.00175]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2020.29it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2019.81it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2019.64it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2019.16it/s, iter=2.61e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2018.99it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2018.49it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2018.33it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2017.85it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2017.68it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2017.07it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2016.91it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2016.31it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2016.15it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2015.24it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2015.04it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2014.54it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2014.36it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2013.86it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2013.69it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2013.09it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2012.79it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2011.92it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2011.74it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2011.12it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2010.82it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2010.17it/s, iter=2.62e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2009.96it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2009.43it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2009.25it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2008.72it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2008.54it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2008.01it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2007.83it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2007.30it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2007.13it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2006.60it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2006.42it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2005.89it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2005.71it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2005.19it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2005.01it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2004.49it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2004.27it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2003.75it/s, iter=2.63e+03, step_size=0.893, tol=0.00174]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2003.58it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2003.09it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2002.93it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2002.44it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2002.27it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2001.79it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2001.62it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2001.13it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2000.97it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2000.49it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 2000.31it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1999.83it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1999.66it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1999.18it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1999.01it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1998.53it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1998.37it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1997.88it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1997.71it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1997.23it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1997.07it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1996.57it/s, iter=2.64e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1996.40it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1995.93it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1995.77it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1995.29it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1995.13it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1994.66it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1994.50it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1994.02it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1993.86it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1993.40it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1993.24it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1992.76it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1992.60it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1992.12it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1991.97it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1991.49it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1991.28it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1990.81it/s, iter=2.65e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1990.61it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1990.00it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1989.78it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1988.88it/s, iter=2.66e+03, step_size=0.893, tol=0.00173]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1988.64it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1988.07it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1987.90it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1987.38it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1987.21it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1986.69it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1986.52it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1985.93it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1985.68it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1984.82it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1984.64it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1984.12it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1983.92it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1983.25it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1983.08it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1982.56it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1982.38it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1981.87it/s, iter=2.66e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1981.69it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1981.17it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1981.00it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1980.47it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1980.31it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1979.83it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1979.67it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1979.20it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1979.04it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1978.50it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1978.31it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1977.83it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1977.67it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1977.20it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1977.04it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1976.56it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1976.40it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1975.92it/s, iter=2.67e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1975.76it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1975.28it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1975.12it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1974.65it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1974.49it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1974.01it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1973.85it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1973.37it/s, iter=2.68e+03, step_size=0.893, tol=0.00172]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1973.21it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1972.71it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1972.56it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1972.03it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1971.88it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1971.42it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1971.27it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1970.81it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1970.66it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1970.21it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1970.05it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1969.59it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1969.43it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1968.98it/s, iter=2.68e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1968.82it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1968.37it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1968.21it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1967.76it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1967.58it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1967.10it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1966.94it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1966.49it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1966.33it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1965.83it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1965.67it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1965.22it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1965.07it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1964.62it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1964.47it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1964.01it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1963.86it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1963.41it/s, iter=2.69e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1963.26it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1962.81it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1962.66it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1962.21it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1962.06it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1961.60it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1961.45it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1960.99it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1960.84it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1960.39it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1960.24it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1959.60it/s, iter=2.7e+03, step_size=0.893, tol=0.00171]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1959.26it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1958.63it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 49%|####9 | 2464/5000 [00:01<00:01, 1958.33it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2148.16it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2147.41it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2147.21it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2146.72it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2146.55it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2146.06it/s, iter=2.7e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2145.90it/s, iter=2.70e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2145.41it/s, iter=2.70e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2145.24it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2144.75it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2144.58it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2144.09it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2143.93it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2143.44it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2143.28it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2142.69it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2142.52it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2142.03it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2141.86it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2141.37it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2141.21it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2140.72it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2140.56it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2140.07it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2139.91it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2139.42it/s, iter=2.71e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2139.26it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2138.76it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2138.54it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2138.06it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2137.90it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2137.41it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2137.25it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2136.76it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2136.60it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2136.10it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2135.93it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2135.45it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2135.29it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2134.76it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2134.59it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2134.09it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2133.91it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2133.40it/s, iter=2.72e+03, step_size=0.893, tol=0.0017]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2133.23it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2132.75it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2132.58it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2132.10it/s, iter=2.72e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2131.94it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2131.46it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2131.29it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2130.82it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2130.65it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2130.17it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2130.00it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2129.52it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2129.35it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2128.86it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2128.69it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2128.21it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2128.05it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2127.56it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2127.40it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2126.92it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2126.75it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2126.28it/s, iter=2.73e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2126.12it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2125.63it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2125.47it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2124.99it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2124.83it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2124.33it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2124.16it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2123.68it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2123.52it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2123.04it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2122.88it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2122.39it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2122.23it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2121.74it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2121.55it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2120.68it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2120.47it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2119.80it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2119.64it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2119.13it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2118.95it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2118.47it/s, iter=2.74e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2118.31it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2117.83it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2117.67it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2117.19it/s, iter=2.75e+03, step_size=0.893, tol=0.00169]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2117.03it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2116.56it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2116.39it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2115.82it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2115.66it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2115.15it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2114.91it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2114.15it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2113.84it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2113.34it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2113.17it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2112.67it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2112.50it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2112.00it/s, iter=2.75e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2111.83it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2111.31it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2111.02it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2110.36it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2110.20it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2109.73it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2109.57it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2109.03it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2108.88it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2107.96it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2107.68it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2106.81it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2106.60it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2105.62it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2105.13it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2103.93it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2103.69it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2102.92it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2102.63it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2101.94it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2101.71it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2101.02it/s, iter=2.76e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2100.78it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2100.11it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2099.87it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2099.19it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2098.96it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2098.25it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2098.02it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2097.34it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2097.11it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2096.46it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2096.14it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2095.54it/s, iter=2.77e+03, step_size=0.893, tol=0.00168]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2095.34it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2094.74it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2094.54it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2093.88it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2093.49it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2092.77it/s, iter=2.77e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2092.57it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2091.47it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2091.22it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2090.32it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2090.10it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2089.10it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2088.90it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2088.34it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2088.16it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2087.62it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2087.44it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2086.91it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2086.72it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2086.03it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2085.85it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2085.31it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2085.13it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2084.60it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2084.42it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2083.88it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2083.70it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2083.03it/s, iter=2.78e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2082.85it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2082.32it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2082.13it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2081.59it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2081.41it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2080.87it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2080.67it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2080.18it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2079.98it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2079.22it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2078.81it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2078.06it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2077.90it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2077.41it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2077.20it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2076.47it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2076.28it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2075.61it/s, iter=2.79e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2075.36it/s, iter=2.8e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2074.88it/s, iter=2.8e+03, step_size=0.893, tol=0.00167]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2074.72it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2074.23it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2074.07it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2073.58it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2073.42it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2072.94it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2072.76it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2072.28it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2072.12it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2071.62it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2071.47it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2071.01it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2070.85it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2070.26it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2070.11it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2069.65it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2069.50it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2069.04it/s, iter=2.8e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2068.86it/s, iter=2.80e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2068.37it/s, iter=2.80e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2068.22it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2067.77it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2067.61it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2066.66it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2066.17it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2065.48it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2065.32it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2064.86it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2064.71it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2064.08it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2063.93it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2063.48it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2063.32it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2062.85it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2062.67it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2062.21it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2062.06it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2061.61it/s, iter=2.81e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2061.45it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2060.99it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2060.83it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2060.38it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2060.23it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2059.78it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2059.62it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2059.17it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2059.02it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2058.57it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2058.41it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2057.82it/s, iter=2.82e+03, step_size=0.893, tol=0.00166]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2057.64it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2057.20it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2057.04it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2056.59it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2056.44it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2055.99it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2055.84it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2055.39it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2055.24it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2054.79it/s, iter=2.82e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2054.64it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2054.19it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2054.03it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2053.59it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2053.43it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2052.98it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2052.83it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2052.33it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2052.18it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2051.59it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2051.43it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2050.98it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2050.74it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2049.86it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2049.56it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2048.82it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2048.66it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2048.16it/s, iter=2.83e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2047.99it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2047.49it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2047.32it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2046.83it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2046.66it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2046.17it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2046.01it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2045.38it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2045.17it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2044.52it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2044.22it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2043.67it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2043.50it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2043.01it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2042.85it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2042.35it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2042.18it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2041.31it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2040.93it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2039.81it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2039.62it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2038.82it/s, iter=2.84e+03, step_size=0.893, tol=0.00165]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2038.65it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2038.16it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2038.00it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2037.51it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2037.35it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2036.86it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2036.70it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2036.20it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2036.04it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2035.56it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2035.39it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2034.91it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2034.75it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2034.26it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2034.09it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2033.60it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2033.45it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2032.91it/s, iter=2.85e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2032.76it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2032.31it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2032.16it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2031.72it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2031.56it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2031.11it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2030.96it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2030.52it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2030.36it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2029.92it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2029.77it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2028.89it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2028.65it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2028.20it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2028.05it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2027.61it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2027.43it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2026.78it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2026.63it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2026.18it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2026.02it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2025.52it/s, iter=2.86e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2025.37it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2024.75it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2024.45it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2023.97it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2023.81it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2023.35it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2023.20it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2022.33it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2022.16it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2021.73it/s, iter=2.87e+03, step_size=0.893, tol=0.00164]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2021.58it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2021.03it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2020.86it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2020.42it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2020.28it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2019.84it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2019.69it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2019.26it/s, iter=2.87e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2019.12it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2018.69it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2018.55it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2018.09it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2017.94it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2017.47it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2017.13it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2016.51it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2016.36it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2015.75it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2015.34it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2014.50it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2014.32it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2013.66it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2013.51it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2013.02it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2012.87it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2012.44it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2012.29it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2011.57it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2011.37it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2010.76it/s, iter=2.88e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2010.60it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2010.14it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2009.98it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2009.52it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2009.36it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2008.77it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2008.56it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2007.91it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2007.76it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2007.32it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2007.17it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2006.74it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2006.60it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2006.16it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2006.01it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2005.58it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2005.31it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2004.57it/s, iter=2.89e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2004.42it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2003.99it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2003.84it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2003.38it/s, iter=2.9e+03, step_size=0.893, tol=0.00163]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2003.14it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2002.66it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2002.52it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2002.08it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2001.93it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2001.45it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2001.30it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2000.87it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2000.73it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 2000.27it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1999.95it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1998.95it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1998.68it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1998.07it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1997.92it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1997.47it/s, iter=2.9e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1997.25it/s, iter=2.90e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1996.75it/s, iter=2.90e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1996.60it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1996.17it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1996.03it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1995.60it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1995.45it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1995.03it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1994.88it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1994.45it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1994.31it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1993.88it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1993.74it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1992.96it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1992.82it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1992.38it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1992.21it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1991.76it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1991.59it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1990.85it/s, iter=2.91e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1990.56it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1989.82it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1989.67it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1989.24it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1989.10it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1988.67it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1988.53it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1988.10it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 54%|#####4 | 2703/5000 [00:01<00:01, 1987.95it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2147.44it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2146.98it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2146.80it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2146.31it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2146.16it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2145.70it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2145.54it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2145.08it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2144.79it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2144.30it/s, iter=2.92e+03, step_size=0.893, tol=0.00162]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2144.14it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2143.67it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2143.52it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2143.06it/s, iter=2.92e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2142.91it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2142.45it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2142.30it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2141.84it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2141.69it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2141.23it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2140.99it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2140.02it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2139.84it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2139.34it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2139.17it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2138.57it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2138.35it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2137.85it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2137.68it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2137.17it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2137.00it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2136.49it/s, iter=2.93e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2136.32it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2135.82it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2135.65it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2135.14it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2134.97it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2134.36it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2134.07it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2133.09it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2132.74it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2132.05it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2131.84it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2131.31it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2131.14it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2130.57it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2130.37it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2129.83it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2129.66it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2129.11it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2128.94it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2128.17it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2127.94it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2127.44it/s, iter=2.94e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2127.26it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2126.77it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2126.60it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2125.97it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2125.80it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2125.30it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2125.13it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2124.35it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2123.93it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2123.23it/s, iter=2.95e+03, step_size=0.893, tol=0.00161]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2123.03it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2122.40it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2122.24it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2121.78it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2121.62it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2121.17it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2121.01it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2120.55it/s, iter=2.95e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2120.40it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2119.83it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2119.67it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2119.22it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2119.06it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2118.54it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2118.38it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2117.91it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2117.76it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2117.28it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2117.13it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2116.68it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2116.53it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2115.87it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2115.46it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2114.96it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2114.81it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2114.36it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2114.21it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2113.62it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2113.47it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2113.02it/s, iter=2.96e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2112.87it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2112.42it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2112.19it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2111.71it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2111.56it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2111.11it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2110.96it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2110.51it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2110.36it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2109.92it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2109.77it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2109.32it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2109.17it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2108.61it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2108.34it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2107.36it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2107.09it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2106.56it/s, iter=2.97e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2106.40it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2105.92it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2105.77it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2105.33it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2105.18it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2104.74it/s, iter=2.98e+03, step_size=0.893, tol=0.0016]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2104.59it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2104.15it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2103.79it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2103.19it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2103.04it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2102.60it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2102.45it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2101.93it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2101.70it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2101.18it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2101.02it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2100.56it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2100.41it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2099.92it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2099.77it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2098.89it/s, iter=2.98e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2098.49it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2097.45it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2097.03it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2095.80it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2095.49it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2094.82it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2094.64it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2094.15it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2093.93it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2093.49it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2093.34it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2092.90it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2092.75it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2092.31it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2092.17it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2091.37it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2091.09it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2090.59it/s, iter=2.99e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2090.44it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2090.01it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2089.82it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2089.24it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2089.09it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2088.66it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2088.48it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2087.93it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2087.73it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2086.94it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2086.77it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2086.26it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2086.09it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2085.57it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2085.39it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2084.88it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2084.67it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2083.89it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2083.67it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2083.16it/s, iter=3e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2083.00it/s, iter=3.00e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2082.54it/s, iter=3.00e+03, step_size=0.893, tol=0.00159]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2082.39it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2081.93it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2081.77it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2081.31it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2081.16it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2080.65it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:00, 2080.50it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2079.92it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2079.63it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2079.01it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2078.83it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2078.30it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2078.12it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2077.50it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2077.33it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2076.76it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2076.56it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2076.00it/s, iter=3.01e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2075.82it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2075.25it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2075.07it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2074.32it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2074.01it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2073.08it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2072.90it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2072.37it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2072.19it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2071.58it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2071.42it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2070.94it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2070.78it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2070.31it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2070.15it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2069.68it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2069.51it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2069.03it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2068.87it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2068.40it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2068.14it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2067.39it/s, iter=3.02e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2067.23it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2066.76it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2066.60it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2066.12it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2065.85it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2065.38it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2065.22it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2064.74it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2064.59it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2064.16it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2064.01it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2063.41it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2063.26it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2062.83it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2062.68it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2062.24it/s, iter=3.03e+03, step_size=0.893, tol=0.00158]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2062.09it/s, iter=3.03e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2061.65it/s, iter=3.03e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2061.51it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2061.07it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2060.92it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2060.48it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2060.33it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2059.78it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2059.63it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2059.19it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2059.04it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2058.61it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2058.46it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2058.03it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2057.88it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2057.44it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2057.29it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2056.86it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2056.72it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2055.87it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2055.65it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2054.99it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2054.84it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2054.24it/s, iter=3.04e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2054.09it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2053.59it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2053.43it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2052.99it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2052.83it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2052.30it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2052.07it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2051.49it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2051.35it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2050.92it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2050.78it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2050.28it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2050.00it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2049.21it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2049.07it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2048.61it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2048.42it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2047.99it/s, iter=3.05e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2047.85it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2047.42it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2047.28it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2046.82it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2046.68it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2046.26it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2046.12it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2045.69it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2045.55it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2044.96it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2044.70it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2044.07it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2043.92it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2043.50it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2043.36it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2042.85it/s, iter=3.06e+03, step_size=0.893, tol=0.00157]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2042.67it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2042.25it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2042.11it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2041.69it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2041.55it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2041.08it/s, iter=3.06e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2040.94it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2040.52it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2040.38it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2039.96it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2039.82it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2039.41it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2039.26it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2038.84it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2038.70it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2038.28it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2038.14it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2037.73it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2037.59it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2037.09it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2036.94it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2036.52it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2036.38it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2035.96it/s, iter=3.07e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2035.83it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2035.41it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2035.27it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2034.86it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2034.72it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2034.31it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2034.17it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2033.72it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2033.42it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2032.86it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2032.71it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2032.30it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2032.16it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2031.74it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2031.57it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2031.07it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2030.93it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2030.48it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2030.33it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2029.87it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2029.73it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2029.31it/s, iter=3.08e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2029.17it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2028.75it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2028.61it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2028.19it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2028.05it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2027.64it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2027.50it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2027.09it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2026.95it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2026.37it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2026.13it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2025.44it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2025.30it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2024.88it/s, iter=3.09e+03, step_size=0.893, tol=0.00156]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2024.74it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2024.33it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2024.19it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2023.79it/s, iter=3.09e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2023.65it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2023.24it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2023.10it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2022.69it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2022.55it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2021.71it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2021.55it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2021.09it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2020.94it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2020.49it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2020.33it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2019.82it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2019.67it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2019.22it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2019.07it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2018.62it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2018.47it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2018.02it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2017.87it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2017.42it/s, iter=3.1e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2017.27it/s, iter=3.10e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2016.82it/s, iter=3.10e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2016.66it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2016.22it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2016.07it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2015.60it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2015.45it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2014.99it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2014.85it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2014.38it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2014.24it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2013.82it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2013.68it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2013.26it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2013.12it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2012.71it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2012.57it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2012.16it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2012.02it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2011.61it/s, iter=3.11e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2011.47it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2010.74it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2010.59it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2010.18it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2010.04it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2009.63it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2009.49it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2008.98it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2008.84it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2008.43it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2008.28it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2007.81it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2007.68it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2007.28it/s, iter=3.12e+03, step_size=0.893, tol=0.00155]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2007.14it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2006.74it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2006.60it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2006.20it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2006.06it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2005.66it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2005.52it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2005.08it/s, iter=3.12e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2004.94it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2004.54it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2004.41it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2004.00it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2003.87it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2003.25it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2003.07it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2002.34it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2002.20it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2001.79it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2001.65it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2001.25it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2001.12it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2000.71it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 2000.58it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 1999.98it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 1999.73it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 1999.27it/s, iter=3.13e+03, step_size=0.893, tol=0.00154]
PGD: 58%|#####8 | 2920/5000 [00:01<00:01, 1999.13it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2146.91it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2146.48it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2146.33it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2145.74it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2145.59it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2145.16it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2145.01it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2144.53it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2144.38it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2143.96it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2143.81it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2143.39it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2143.24it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2142.81it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2142.66it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2142.23it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2142.08it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2141.66it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2141.51it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2141.08it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2140.93it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2140.51it/s, iter=3.14e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2140.37it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2139.88it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2139.74it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2139.31it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2139.17it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2138.74it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2138.59it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2138.16it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2138.02it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2137.59it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2137.45it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2137.02it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2136.88it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2136.22it/s, iter=3.15e+03, step_size=0.893, tol=0.00154]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2135.95it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2135.52it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2135.38it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2134.91it/s, iter=3.15e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2134.77it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2134.23it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2134.07it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2133.64it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2133.49it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2133.06it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2132.87it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2132.45it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2132.31it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2131.88it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2131.74it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2131.32it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2131.17it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2130.75it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2130.60it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2130.18it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2130.04it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2129.62it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2129.47it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2129.01it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2128.86it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2128.35it/s, iter=3.16e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2128.21it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2127.79it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2127.64it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2127.06it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2126.84it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2126.10it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2125.96it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2125.53it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2125.38it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2124.88it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2124.61it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2124.01it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2123.86it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2123.41it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2123.25it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2122.83it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2122.58it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2122.16it/s, iter=3.17e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2122.02it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2121.60it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2121.46it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2121.03it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2120.89it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2120.47it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2120.33it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2119.90it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2119.76it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2119.34it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2119.20it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2118.77it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2118.63it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2118.21it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2118.06it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2117.59it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2117.45it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2117.02it/s, iter=3.18e+03, step_size=0.893, tol=0.00153]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2116.88it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2116.45it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2116.31it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2115.89it/s, iter=3.18e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2115.75it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2115.33it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2115.19it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2114.74it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2114.58it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2114.16it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2114.01it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2113.59it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2113.32it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2112.68it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2112.51it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2111.99it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2111.82it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2111.26it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2111.09it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2110.58it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2110.41it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2109.90it/s, iter=3.19e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2109.73it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2109.23it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2109.05it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2108.54it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2108.37it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2107.87it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2107.70it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2107.20it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2107.03it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2106.52it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2106.35it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2105.85it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2105.70it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2105.17it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2105.01it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2104.56it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2104.41it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2103.95it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2103.79it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2103.17it/s, iter=3.2e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2102.94it/s, iter=3.20e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2102.26it/s, iter=3.20e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2101.96it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2101.34it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2101.19it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2100.73it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2100.58it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2100.12it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2099.86it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2099.40it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2099.25it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2098.80it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2098.66it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2098.24it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2098.10it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2097.68it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2097.54it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2097.12it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2096.98it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2096.56it/s, iter=3.21e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2096.42it/s, iter=3.22e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2096.00it/s, iter=3.22e+03, step_size=0.893, tol=0.00152]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2095.86it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2095.43it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2095.29it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2094.87it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2094.73it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2094.24it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2094.10it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2093.68it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2093.54it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2093.13it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2092.99it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2092.57it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2092.43it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2091.99it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2091.85it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2091.45it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2091.31it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2090.78it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2090.58it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2090.10it/s, iter=3.22e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2089.97it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2089.55it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2089.42it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2088.97it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2088.80it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2088.33it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2088.19it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2087.78it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2087.65it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2087.19it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2087.05it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2086.65it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2086.51it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2086.10it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2085.97it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2085.56it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2085.42it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2085.00it/s, iter=3.23e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2084.86it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2084.45it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2084.32it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2083.91it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2083.77it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2083.36it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2083.13it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2082.72it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2082.58it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2082.17it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2082.03it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2081.63it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2081.49it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2081.08it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2080.94it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2080.53it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2080.37it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2079.48it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2079.09it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2078.65it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2078.51it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2078.10it/s, iter=3.24e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2077.96it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2077.42it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2077.28it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2076.88it/s, iter=3.25e+03, step_size=0.893, tol=0.00151]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2076.74it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2076.32it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2076.16it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2075.75it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2075.61it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2075.21it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2075.08it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2074.67it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2074.54it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2074.13it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2074.00it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2073.59it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2073.45it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2073.06it/s, iter=3.25e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2072.92it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2072.53it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2072.39it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2071.89it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2071.76it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2071.36it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2071.23it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2070.83it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2070.69it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2070.29it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2070.16it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2069.76it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2069.62it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2069.22it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2069.09it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2068.69it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2068.55it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2068.16it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2068.02it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2067.62it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2067.49it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2067.08it/s, iter=3.26e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2066.94it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2066.45it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2066.32it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2065.52it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2065.38it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2064.97it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2064.84it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2064.44it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2064.30it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2063.82it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2063.69it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2063.29it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2063.16it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2062.72it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2062.58it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2062.18it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2062.05it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2061.65it/s, iter=3.27e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2061.52it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2061.03it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2060.89it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2060.49it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2060.36it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2059.96it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2059.83it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2059.42it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2059.29it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2058.89it/s, iter=3.28e+03, step_size=0.893, tol=0.0015]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2058.76it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2058.36it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2058.23it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2057.49it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2057.24it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2056.58it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2056.42it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2055.84it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2055.68it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2055.19it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2055.02it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2054.54it/s, iter=3.28e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2054.38it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2053.89it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2053.73it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2053.24it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2053.08it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2052.60it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2052.44it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2051.96it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2051.80it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2051.32it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2051.16it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2050.69it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2050.46it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2050.03it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2049.88it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2049.45it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2049.30it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2048.87it/s, iter=3.29e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2048.71it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2048.27it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2048.12it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2047.69it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2047.55it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2046.99it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2046.72it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2046.26it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2046.12it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2045.69it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2045.54it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2045.04it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2044.89it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2044.46it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2044.32it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2043.89it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2043.75it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2043.36it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2043.22it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2042.83it/s, iter=3.3e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2042.69it/s, iter=3.30e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2042.30it/s, iter=3.30e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2042.16it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2041.76it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2041.63it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2041.23it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2041.09it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2040.70it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2040.56it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2040.17it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2040.03it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2039.63it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2039.49it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2039.10it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2038.97it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2038.57it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2038.44it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2038.05it/s, iter=3.31e+03, step_size=0.893, tol=0.00149]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2037.91it/s, iter=3.31e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2037.50it/s, iter=3.31e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2037.37it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2036.98it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2036.85it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2036.44it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2036.31it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2035.93it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2035.80it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2035.38it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2035.21it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2034.35it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2034.14it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2033.32it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2033.14it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2032.71it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2032.58it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2032.19it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2032.03it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2031.64it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2031.51it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2031.13it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2031.00it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2030.57it/s, iter=3.32e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2030.44it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2030.06it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2029.93it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2029.55it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2029.42it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2028.88it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2028.75it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2028.36it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2028.23it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2027.85it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2027.72it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2027.34it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2027.21it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2026.82it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2026.69it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2026.21it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2025.95it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2025.35it/s, iter=3.33e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2025.22it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2024.84it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2024.71it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2024.32it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2024.16it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2023.68it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2023.55it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2023.16it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2023.03it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2022.61it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2022.48it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2022.10it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2021.97it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2021.59it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2021.46it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2021.08it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2020.95it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2020.57it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2020.44it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2020.06it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2019.93it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2019.55it/s, iter=3.34e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2019.42it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2019.03it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2018.86it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2018.44it/s, iter=3.35e+03, step_size=0.893, tol=0.00148]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2018.31it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2017.93it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2017.76it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2017.38it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2017.25it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2016.87it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2016.75it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2016.36it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2016.23it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2015.85it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2015.73it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2015.35it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2015.21it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2014.83it/s, iter=3.35e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2014.71it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2014.33it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2014.20it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2013.82it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2013.63it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2012.74it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2012.38it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2011.98it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2011.85it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2011.47it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2011.34it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2010.92it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2010.80it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2010.42it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2010.29it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2009.89it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2009.74it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2009.36it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 63%|######2 | 3136/5000 [00:01<00:00, 2009.23it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2155.86it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2155.46it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2155.32it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2154.81it/s, iter=3.36e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2154.67it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2154.27it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2154.13it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2153.73it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2153.59it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2153.19it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2153.05it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2152.60it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2152.45it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2152.04it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2151.90it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2151.50it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2151.36it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2150.96it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2150.82it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2150.42it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2150.28it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2149.88it/s, iter=3.37e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2149.74it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2149.23it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2149.00it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2148.27it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2148.13it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2147.73it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2147.59it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2147.19it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2147.02it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2146.62it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2146.48it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2146.08it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2145.94it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2145.50it/s, iter=3.38e+03, step_size=0.893, tol=0.00147]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2145.35it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2144.95it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2144.82it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2144.41it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2144.28it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2143.77it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2143.64it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2143.23it/s, iter=3.38e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2143.09it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2142.69it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2142.55it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2142.15it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2142.01it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2141.60it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2141.47it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2141.07it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2140.93it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2140.53it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2140.40it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2140.00it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2139.86it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2139.47it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2139.31it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2138.89it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2138.66it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2138.23it/s, iter=3.39e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2137.91it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2137.25it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2136.96it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2136.10it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2135.91it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2135.34it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2134.89it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2134.09it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2133.89it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2133.20it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2132.92it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2132.25it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2132.05it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2131.44it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2131.23it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2130.49it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2130.23it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2129.32it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2129.05it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2128.37it/s, iter=3.4e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2128.13it/s, iter=3.40e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2127.49it/s, iter=3.40e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2127.26it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2126.53it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2126.33it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2125.75it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2125.55it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2124.97it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2124.77it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2124.19it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2124.02it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2123.46it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2123.20it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2122.35it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2122.11it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2121.56it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2121.38it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2120.85it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2120.67it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2120.17it/s, iter=3.41e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2120.00it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2119.49it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2119.32it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2118.81it/s, iter=3.42e+03, step_size=0.893, tol=0.00146]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2118.64it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2118.12it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2117.95it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2117.45it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2117.28it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2116.72it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2116.39it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2115.74it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2115.58it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2114.84it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2114.55it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2113.82it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2113.60it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2112.71it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2112.50it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2111.77it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2111.62it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2111.14it/s, iter=3.42e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2110.95it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2110.52it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2110.38it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2109.95it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2109.80it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2109.27it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2109.07it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2108.64it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2108.49it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2108.06it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2107.92it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2107.49it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2107.35it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2106.92it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2106.78it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2106.24it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2106.09it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2105.20it/s, iter=3.43e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2105.05it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2104.62it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2104.47it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2103.99it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2103.86it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2103.46it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2103.33it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2102.94it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2102.80it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2102.40it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2102.27it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2101.88it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2101.75it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2101.25it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2101.06it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2100.29it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2100.04it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2099.49it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2099.36it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2098.96it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2098.83it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2098.44it/s, iter=3.44e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2098.31it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2097.92it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2097.77it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2097.39it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2097.26it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2096.87it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2096.74it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2096.35it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2096.22it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2095.75it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2095.62it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2094.89it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2094.76it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2094.35it/s, iter=3.45e+03, step_size=0.893, tol=0.00145]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2094.20it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2093.82it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2093.63it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2092.95it/s, iter=3.45e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2092.62it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2091.87it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2091.73it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2091.32it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2091.19it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2090.72it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2090.59it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2090.21it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2090.08it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2089.70it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2089.57it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2089.19it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2089.06it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2088.68it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2088.55it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2088.17it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2088.04it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2087.66it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2087.53it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2087.12it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2086.99it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2086.61it/s, iter=3.46e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2086.48it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2086.09it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2085.96it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2085.50it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2085.37it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2084.77it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2084.48it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2083.82it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2083.66it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2083.24it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2083.09it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2082.68it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2082.54it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2082.08it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2081.94it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2081.43it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2081.28it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2080.87it/s, iter=3.47e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2080.72it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2080.21it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2080.07it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2079.59it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2079.37it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2078.66it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2078.41it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2077.90it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2077.74it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2077.28it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2077.12it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2076.67it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2076.52it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2076.06it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2075.91it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2075.42it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2075.22it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2074.64it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2074.34it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2073.87it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2073.72it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2073.27it/s, iter=3.48e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2073.11it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2072.66it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2072.50it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2072.05it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2071.88it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2071.16it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2070.93it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2070.51it/s, iter=3.49e+03, step_size=0.893, tol=0.00144]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2070.36it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2069.88it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2069.74it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2069.32it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2069.18it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2068.76it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2068.62it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2068.21it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2068.07it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2067.66it/s, iter=3.49e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2067.53it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2067.12it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2066.98it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2066.57it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2066.43it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2066.02it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2065.88it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2065.47it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2065.34it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2064.95it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2064.83it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2064.13it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2063.98it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2063.59it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2063.46it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2063.08it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2062.95it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2062.57it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2062.44it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2062.07it/s, iter=3.5e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2061.94it/s, iter=3.50e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2061.56it/s, iter=3.50e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2061.43it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2061.06it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2060.93it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2060.55it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2060.42it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2059.99it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2059.86it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2059.48it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2059.36it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2058.97it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2058.84it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2058.41it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2058.19it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2057.42it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2057.17it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2056.80it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2056.67it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2056.29it/s, iter=3.51e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2056.17it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2055.79it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2055.67it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2055.30it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2055.13it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2054.70it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2054.50it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2053.89it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2053.77it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2053.40it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2053.28it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2052.91it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2052.75it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2052.38it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2052.25it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2051.88it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2051.76it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2051.36it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2051.24it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2050.57it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2050.41it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2049.79it/s, iter=3.52e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2049.62it/s, iter=3.53e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2048.95it/s, iter=3.53e+03, step_size=0.893, tol=0.00143]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2048.78it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2047.98it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2047.77it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2046.97it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2046.68it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2045.92it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2045.73it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2045.08it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2044.88it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2044.17it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2043.77it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2042.88it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2042.71it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2042.18it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2042.00it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2041.46it/s, iter=3.53e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2041.28it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2040.72it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2040.53it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2040.00it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2039.84it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2039.39it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2039.23it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2038.76it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2038.61it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2038.15it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2038.00it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2037.33it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2037.03it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2036.30it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2036.12it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2035.67it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2035.52it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2034.99it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2034.84it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2034.10it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2033.93it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2033.50it/s, iter=3.54e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2033.36it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2032.93it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2032.79it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2032.36it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2032.22it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2031.79it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2031.65it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2031.22it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2031.08it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2030.65it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2030.50it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2029.82it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2029.61it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2028.86it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2028.65it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2027.77it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2027.57it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2026.97it/s, iter=3.55e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2026.82it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2026.30it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2026.16it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2025.73it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2025.58it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2025.06it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2024.84it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2024.18it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2024.04it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2023.61it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2023.46it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2023.03it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2022.88it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2022.44it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2022.30it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2021.88it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2021.75it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2021.35it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2021.22it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2020.82it/s, iter=3.56e+03, step_size=0.893, tol=0.00142]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2020.69it/s, iter=3.56e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2020.09it/s, iter=3.56e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2019.95it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2019.56it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2019.43it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2019.04it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2018.91it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2018.51it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2018.38it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2017.99it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2017.86it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2017.45it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2017.25it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2016.57it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2016.31it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2015.59it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2015.41it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2014.64it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2014.48it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2014.00it/s, iter=3.57e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2013.85it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2013.38it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2013.21it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2012.73it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2012.58it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2012.06it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2011.90it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2011.43it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2011.27it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2010.75it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2010.59it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2010.09it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2009.89it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2009.13it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2008.96it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2008.53it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2008.39it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2007.97it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 67%|######7 | 3365/5000 [00:01<00:00, 2007.83it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2138.99it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2138.55it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2138.40it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2137.95it/s, iter=3.58e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2137.80it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2137.36it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2137.11it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2136.52it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2136.25it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2135.80it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2135.65it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2135.21it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2135.01it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2134.51it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2134.37it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2133.96it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2133.82it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2133.38it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2133.24it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2132.84it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2132.71it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2132.31it/s, iter=3.59e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2132.07it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2131.67it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2131.53it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2131.13it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2130.99it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2130.59it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2130.46it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2130.06it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2129.92it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2129.52it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2129.36it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2128.94it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2128.79it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2128.42it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2128.30it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2127.81it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2127.58it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2126.79it/s, iter=3.6e+03, step_size=0.893, tol=0.00141]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2126.48it/s, iter=3.6e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2125.82it/s, iter=3.6e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2125.67it/s, iter=3.60e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2125.19it/s, iter=3.60e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2125.06it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2124.64it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2124.52it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2124.15it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2124.03it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2123.66it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2123.54it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2123.13it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2123.00it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2122.63it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2122.51it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2122.09it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2121.91it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2121.54it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2121.42it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2121.05it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2120.92it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2120.55it/s, iter=3.61e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2120.43it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2119.88it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2119.44it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2118.82it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2118.68it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2118.28it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2118.15it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2117.76it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2117.63it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2117.24it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2117.04it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2116.57it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2116.25it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2115.76it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2115.60it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2115.16it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2115.01it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2114.56it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2114.41it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2113.96it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2113.82it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2113.37it/s, iter=3.62e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2113.22it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2112.78it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2112.63it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2112.19it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2111.95it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2111.51it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2111.36it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2110.91it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2110.76it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2110.31it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2110.17it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2109.71it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2109.50it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2109.05it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2108.92it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2108.52it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2108.38it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2107.97it/s, iter=3.63e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2107.84it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2107.44it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2107.30it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2106.62it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2106.23it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2105.31it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2105.13it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2104.73it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2104.59it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2104.19it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2104.05it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2103.65it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2103.53it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2103.16it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2103.03it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2102.67it/s, iter=3.64e+03, step_size=0.893, tol=0.0014]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2102.54it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2102.07it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2101.94it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2101.57it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2101.45it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2101.08it/s, iter=3.64e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2100.95it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2100.58it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2100.46it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2100.09it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2099.96it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2099.59it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2099.43it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2098.82it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2098.57it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2097.88it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2097.69it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2096.60it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2096.11it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2094.65it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2094.25it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2093.64it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2093.36it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2092.70it/s, iter=3.65e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2092.54it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2092.02it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2091.87it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2091.40it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2091.26it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2090.86it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2090.72it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2090.32it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2090.18it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2089.78it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2089.64it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2089.23it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2089.09it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2088.69it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2088.56it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2088.15it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2088.02it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2087.62it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2087.43it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2087.01it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2086.78it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2086.23it/s, iter=3.66e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2086.09it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2085.69it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2085.56it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2085.15it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2085.03it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2084.66it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2084.53it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2084.16it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2084.04it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2083.67it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2083.54it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2083.17it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2083.05it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2082.61it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2082.46it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2082.09it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2081.96it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2081.59it/s, iter=3.67e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2081.47it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2081.10it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2080.97it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2080.60it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2080.48it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2080.11it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2079.99it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2079.62it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2079.50it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2078.85it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2078.68it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2078.13it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2077.99it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2077.47it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2077.35it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2076.64it/s, iter=3.68e+03, step_size=0.893, tol=0.00139]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2076.52it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2076.16it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2076.04it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2075.66it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2075.52it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2075.17it/s, iter=3.68e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2075.05it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2074.68it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2074.56it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2074.13it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2074.01it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2073.66it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2073.54it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2073.19it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2073.02it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2072.62it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2072.50it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2072.15it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2072.03it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2071.67it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2071.55it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2071.20it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2071.08it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2070.73it/s, iter=3.69e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2070.61it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2070.26it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2070.14it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2069.78it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2069.67it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2069.32it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2069.20it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2068.84it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2068.72it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2068.37it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2068.19it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2067.82it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2067.61it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2067.02it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2066.88it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2066.45it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2066.30it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2065.88it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2065.74it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2065.31it/s, iter=3.7e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2065.17it/s, iter=3.70e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2064.74it/s, iter=3.70e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2064.60it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2064.17it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2064.02it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2063.59it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2063.39it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2062.96it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2062.81it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2062.38it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2062.24it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2061.82it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2061.67it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2061.26it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2061.13it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2060.74it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2060.61it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2060.22it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2060.10it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2059.71it/s, iter=3.71e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2059.58it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2059.07it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2058.91it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2058.36it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2058.11it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2057.52it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2057.39it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2057.01it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2056.88it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2056.46it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2056.33it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2055.94it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2055.81it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2055.42it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2055.26it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2054.91it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2054.79it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2054.44it/s, iter=3.72e+03, step_size=0.893, tol=0.00138]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2054.33it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2053.87it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2053.75it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2053.40it/s, iter=3.72e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2053.28it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2052.93it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2052.81it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2052.46it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2052.34it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2051.99it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2051.88it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2051.52it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2051.40it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2051.05it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2050.93it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2050.58it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2050.46it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2050.10it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2049.98it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2049.61it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2049.50it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2049.04it/s, iter=3.73e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2048.92it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2048.30it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2048.18it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2047.83it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2047.71it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2047.37it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2047.23it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2046.87it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2046.72it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2046.37it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2046.26it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2045.88it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2045.76it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2045.42it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2045.30it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2044.96it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2044.85it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2044.35it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2044.24it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2043.89it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2043.77it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2043.43it/s, iter=3.74e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2043.31it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2042.97it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2042.85it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2042.51it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2042.40it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2042.05it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2041.94it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2041.60it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2041.48it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2041.14it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2041.03it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2040.69it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2040.57it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2040.23it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2040.11it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2039.41it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2039.13it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2038.73it/s, iter=3.75e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2038.62it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2038.27it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2038.15it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2037.72it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2037.60it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2037.25it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2037.14it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2036.69it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2036.52it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2036.16it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2036.05it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2035.71it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2035.60it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2035.18it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2035.06it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2034.72it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2034.61it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2034.27it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2034.16it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2033.82it/s, iter=3.76e+03, step_size=0.893, tol=0.00137]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2033.70it/s, iter=3.76e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2033.35it/s, iter=3.76e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2033.22it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2032.88it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2032.77it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2032.43it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2032.31it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2031.98it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2031.86it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2031.52it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2031.40it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2031.07it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2030.95it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2030.55it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2030.43it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2030.10it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2029.98it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2029.65it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2029.53it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2029.20it/s, iter=3.77e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2029.09it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2028.75it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2028.64it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2028.30it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2028.16it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2027.82it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2027.71it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2027.37it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2027.24it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2026.89it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2026.78it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2026.44it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2026.33it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2025.91it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2025.79it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2025.45it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2025.34it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2025.00it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2024.89it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2024.55it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2024.43it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2024.10it/s, iter=3.78e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2023.98it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2023.65it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2023.53it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2023.20it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2023.09it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2022.75it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2022.63it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2022.30it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2022.19it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2021.85it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2021.74it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2021.33it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2021.22it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2020.88it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2020.75it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2020.26it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2020.15it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2019.78it/s, iter=3.79e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2019.66it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2019.33it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2019.22it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2018.88it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2018.77it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2018.44it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 72%|#######1 | 3585/5000 [00:01<00:00, 2018.32it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2138.72it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2138.37it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2138.24it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2137.89it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2137.77it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2137.35it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2137.23it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2136.87it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2136.75it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2136.40it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2136.28it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2135.93it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2135.81it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2135.46it/s, iter=3.8e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2135.34it/s, iter=3.80e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2134.99it/s, iter=3.80e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2134.87it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2134.52it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2134.40it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2134.05it/s, iter=3.81e+03, step_size=0.893, tol=0.00136]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2133.93it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2133.58it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2133.46it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2133.11it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2132.99it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2132.60it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2132.48it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2132.13it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2132.01it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2131.66it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2131.54it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2131.19it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2131.08it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2130.73it/s, iter=3.81e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2130.61it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2130.26it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2130.14it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2129.79it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2129.65it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2129.27it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2129.15it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2128.77it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2128.65it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2128.30it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2128.18it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2127.76it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2127.65it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2127.30it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2127.18it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2126.83it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2126.70it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2126.33it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2126.21it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2125.87it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2125.75it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2125.40it/s, iter=3.82e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2125.29it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2124.94it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2124.82it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2124.48it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2124.32it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2123.98it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2123.86it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2123.51it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2123.39it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2122.96it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2122.84it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2122.50it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2122.38it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2122.03it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2121.91it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2121.57it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2121.43it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2120.87it/s, iter=3.83e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2120.75it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2120.40it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2120.28it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2119.94it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2119.82it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2119.47it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2119.35it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2119.00it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2118.88it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2118.54it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2118.38it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2117.99it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2117.87it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2117.53it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2117.40it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2117.06it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2116.94it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2116.60it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2116.48it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2116.14it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2116.02it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2115.68it/s, iter=3.84e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2115.56it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2115.22it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2115.10it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2114.76it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2114.64it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2114.30it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2114.18it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2113.84it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2113.72it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2113.30it/s, iter=3.85e+03, step_size=0.893, tol=0.00135]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2113.18it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2112.80it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2112.68it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2112.34it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2112.22it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2111.88it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2111.76it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2111.41it/s, iter=3.85e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2111.30it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2110.95it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2110.84it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2110.49it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2110.34it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2110.00it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2109.88it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2109.54it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2109.42it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2109.08it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2108.90it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2108.55it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2108.44it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2108.10it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2107.98it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2107.63it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2107.51it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2107.17it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2107.02it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2106.68it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2106.56it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2106.18it/s, iter=3.86e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2106.07it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2105.70it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2105.58it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2105.23it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2105.08it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2104.74it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2104.62it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2104.18it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2104.06it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2103.69it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2103.58it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2103.24it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2103.12it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2102.75it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2102.63it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2102.26it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2102.15it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2101.72it/s, iter=3.87e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2101.59it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2101.25it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2101.10it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2100.77it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2100.65it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2100.31it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2100.20it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2099.86it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2099.74it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2099.30it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2099.18it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2098.84it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2098.73it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2098.39it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2098.27it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2097.94it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2097.82it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2097.48it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2097.37it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2097.02it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2096.91it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2096.56it/s, iter=3.88e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2096.45it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2096.11it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2095.99it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2095.65it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2095.54it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2095.20it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2095.08it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2094.74it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2094.62it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2094.28it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2094.17it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2093.83it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2093.71it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2093.37it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2093.26it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2092.92it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2092.80it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2092.47it/s, iter=3.89e+03, step_size=0.893, tol=0.00134]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2092.35it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2092.02it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2091.90it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2091.57it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2091.45it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2091.12it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2091.00it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2090.67it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2090.55it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2090.21it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2090.10it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2089.76it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2089.65it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2089.31it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2089.19it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2088.85it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2088.74it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2088.40it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2088.27it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2087.92it/s, iter=3.9e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2087.80it/s, iter=3.90e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2087.44it/s, iter=3.90e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2087.31it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2086.98it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2086.87it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2086.53it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2086.42it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2086.08it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2085.94it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2085.56it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2085.45it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2085.12it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2085.01it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2084.68it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2084.56it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2084.23it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2084.12it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2083.79it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2083.67it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2083.33it/s, iter=3.91e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2083.22it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2082.88it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2082.75it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2082.40it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2082.28it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2081.93it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2081.81it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2081.46it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2081.34it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2080.93it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2080.81it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2080.46it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2080.34it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2079.99it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2079.87it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2079.52it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2079.40it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2079.02it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2078.89it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2078.56it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2078.45it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2078.12it/s, iter=3.92e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2078.00it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2077.67it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2077.55it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2077.22it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2077.11it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2076.78it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2076.58it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2076.25it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2076.14it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2075.80it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2075.69it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2075.36it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2075.25it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2074.92it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2074.80it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2074.47it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2074.36it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2074.02it/s, iter=3.93e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2073.91it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2073.57it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2073.46it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2073.13it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2073.01it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2072.65it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2072.54it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2072.18it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2072.01it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2071.67it/s, iter=3.94e+03, step_size=0.893, tol=0.00133]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2071.56it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2071.23it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2071.12it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2070.79it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2070.68it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2070.35it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2070.24it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2069.91it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2069.79it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2069.47it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2069.36it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2069.03it/s, iter=3.94e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2068.91it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2068.58it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2068.47it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2068.15it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2068.03it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2067.70it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2067.51it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2067.18it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2067.07it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2066.74it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2066.63it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2066.29it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2066.18it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2065.85it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2065.74it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2065.40it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2065.29it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.97it/s, iter=3.95e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.87it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.55it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.44it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.13it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2064.02it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2063.65it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2063.54it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2063.19it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2063.07it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2062.75it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2062.64it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2062.29it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2062.18it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2061.87it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2061.76it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2061.45it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2061.34it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2061.03it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2060.91it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2060.59it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2060.49it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2060.17it/s, iter=3.96e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2060.06it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2059.72it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2059.60it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2059.29it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2059.18it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2058.86it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2058.76it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2058.43it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2058.33it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2058.01it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2057.90it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2057.59it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2057.48it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2057.12it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2057.01it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2056.70it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2056.59it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2056.27it/s, iter=3.97e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2056.17it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2055.85it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2055.75it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2055.43it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2055.32it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2055.00it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2054.90it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2054.58it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2054.47it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2054.16it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2054.05it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2053.73it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2053.63it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2053.31it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2053.20it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2052.89it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2052.78it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2052.47it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2052.36it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2052.05it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2051.94it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2051.62it/s, iter=3.98e+03, step_size=0.893, tol=0.00132]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2051.51it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2051.20it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2051.09it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2050.78it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2050.67it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2050.36it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2050.25it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2049.93it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2049.82it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2049.50it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2049.39it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2049.08it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2048.97it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2048.67it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2048.56it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2048.24it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2048.14it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2047.83it/s, iter=3.99e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2047.72it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2047.41it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2047.30it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2047.00it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2046.87it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2046.54it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2046.43it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2046.12it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2046.02it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2045.71it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2045.60it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2045.23it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2045.13it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2044.82it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2044.71it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2044.40it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2044.30it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2043.99it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2043.88it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2043.52it/s, iter=4e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2043.41it/s, iter=4.00e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2043.10it/s, iter=4.00e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2042.99it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2042.67it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2042.57it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2042.25it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2042.15it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2041.83it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2041.72it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2041.41it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2041.30it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.98it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.87it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.55it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.44it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.12it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2040.01it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2039.70it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2039.59it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2039.27it/s, iter=4.01e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2039.17it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2038.85it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2038.74it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2038.43it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2038.32it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.99it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.89it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.57it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.47it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.15it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2037.05it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2036.74it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2036.63it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2036.32it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2036.21it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2035.90it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2035.80it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2035.48it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2035.37it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2035.06it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2034.96it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2034.65it/s, iter=4.02e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2034.55it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2034.24it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2034.07it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2033.72it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2033.60it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2033.25it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2033.14it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2032.84it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2032.73it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2032.42it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2032.32it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2032.00it/s, iter=4.03e+03, step_size=0.893, tol=0.00131]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2031.90it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2031.59it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2031.49it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2031.17it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2031.07it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2030.75it/s, iter=4.03e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2030.65it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2030.34it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2030.23it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2029.92it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2029.82it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2029.51it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2029.40it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2029.09it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2028.99it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2028.68it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2028.58it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2028.27it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2028.17it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2027.82it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2027.71it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2027.40it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2027.30it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.94it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.83it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.52it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.42it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.11it/s, iter=4.04e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2026.00it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2025.68it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2025.58it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2025.22it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2025.05it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2024.72it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 76%|#######5 | 3799/5000 [00:01<00:00, 2024.59it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2158.27it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2157.95it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2157.83it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2157.49it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2157.38it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2156.99it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2156.88it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2156.55it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2156.44it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2156.11it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2155.99it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2155.66it/s, iter=4.05e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2155.55it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2155.21it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2155.06it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2154.73it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2154.63it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2154.30it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2154.19it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2153.87it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2153.75it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2153.43it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2153.32it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2153.00it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2152.89it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2152.52it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2152.41it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2152.09it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2151.98it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2151.61it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2151.50it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2151.18it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2151.07it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2150.74it/s, iter=4.06e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2150.63it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2150.31it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2150.20it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2149.88it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2149.77it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2149.41it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2149.28it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2148.96it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2148.85it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2148.53it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2148.42it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2148.02it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2147.91it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2147.58it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2147.47it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2147.15it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2147.04it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2146.72it/s, iter=4.07e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2146.61it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2146.29it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2146.18it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2145.86it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2145.76it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2145.43it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2145.32it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2145.00it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2144.87it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2144.53it/s, iter=4.08e+03, step_size=0.893, tol=0.0013]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2144.43it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2144.11it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2144.00it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2143.67it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2143.52it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2143.20it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2143.09it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2142.76it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2142.65it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2142.32it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2142.21it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2141.81it/s, iter=4.08e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2141.70it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2141.38it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2141.27it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2140.95it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2140.84it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2140.51it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2140.40it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2140.08it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2139.97it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2139.65it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2139.55it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2139.23it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2139.12it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2138.71it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2138.60it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2138.28it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2138.18it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2137.86it/s, iter=4.09e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2137.75it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2137.43it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2137.32it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2137.00it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2136.89it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2136.57it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2136.47it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2136.11it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2136.00it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2135.68it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2135.58it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2135.25it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2135.14it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2134.83it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2134.72it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2134.35it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2134.24it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2133.93it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2133.82it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2133.50it/s, iter=4.1e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2133.39it/s, iter=4.10e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2133.07it/s, iter=4.10e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2132.92it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2132.60it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2132.49it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2132.17it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2132.06it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2131.75it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2131.64it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2131.32it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2131.21it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2130.90it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2130.79it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2130.47it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2130.36it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2130.00it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2129.90it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2129.58it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2129.47it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2129.16it/s, iter=4.11e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2129.05it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2128.69it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2128.58it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2128.27it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2128.16it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2127.85it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2127.74it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2127.42it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2127.31it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.99it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.88it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.57it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.46it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.15it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2126.04it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2125.73it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2125.62it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2125.30it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2125.19it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2124.87it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2124.77it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2124.45it/s, iter=4.12e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2124.35it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2124.03it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2123.92it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2123.61it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2123.50it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2123.14it/s, iter=4.13e+03, step_size=0.893, tol=0.00129]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2123.04it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2122.72it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2122.62it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2122.29it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2122.18it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2121.87it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2121.76it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2121.45it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2121.34it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2121.02it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2120.91it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2120.59it/s, iter=4.13e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2120.48it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2120.17it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2120.06it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2119.75it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2119.64it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2119.32it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2119.22it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2118.90it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2118.79it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2118.48it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2118.37it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2118.06it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2117.95it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2117.64it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2117.53it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2117.22it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2117.11it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2116.79it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2116.68it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2116.37it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2116.26it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2115.93it/s, iter=4.14e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2115.80it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2115.49it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2115.38it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2115.07it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2114.96it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2114.65it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2114.55it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2114.23it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2114.12it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2113.81it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2113.66it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2113.26it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2113.16it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2112.84it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2112.74it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2112.42it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2112.31it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2112.00it/s, iter=4.15e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2111.89it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2111.58it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2111.47it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2111.16it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2111.06it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2110.74it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2110.63it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2110.32it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2110.22it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2109.91it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2109.80it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2109.50it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2109.39it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2109.08it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2108.97it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2108.66it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2108.56it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2108.25it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2108.14it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2107.83it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2107.72it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2107.41it/s, iter=4.16e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2107.31it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2107.00it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2106.89it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2106.59it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2106.48it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2106.17it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2106.07it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2105.75it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2105.65it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2105.34it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2105.23it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2104.88it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2104.76it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2104.44it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2104.34it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2104.02it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2103.92it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2103.60it/s, iter=4.17e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2103.49it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2103.16it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2103.04it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2102.72it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2102.61it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2102.30it/s, iter=4.18e+03, step_size=0.893, tol=0.00128]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2102.19it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2101.88it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2101.77it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2101.46it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2101.32it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2100.91it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2100.80it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2100.49it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2100.38it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2100.07it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2099.96it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2099.65it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2099.54it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2099.21it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2099.03it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2098.72it/s, iter=4.18e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2098.62it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2098.30it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2098.20it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2097.89it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2097.78it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2097.47it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2097.36it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2097.06it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2096.95it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2096.65it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2096.54it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2096.23it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2096.13it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2095.82it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2095.71it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2095.40it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2095.30it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.99it/s, iter=4.19e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.89it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.54it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.43it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.13it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2094.02it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2093.72it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2093.61it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2093.31it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2093.20it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2092.85it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2092.75it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2092.45it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2092.34it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2092.03it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2091.93it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2091.62it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2091.52it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2091.21it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2091.10it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2090.80it/s, iter=4.2e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2090.70it/s, iter=4.20e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2090.29it/s, iter=4.20e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2090.19it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2089.88it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2089.78it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2089.47it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2089.36it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2089.06it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2088.96it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2088.65it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2088.55it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2088.24it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2088.14it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2087.83it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2087.73it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2087.44it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2087.33it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2087.04it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2086.93it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2086.58it/s, iter=4.21e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2086.48it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2086.15it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2086.03it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2085.69it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2085.59it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2085.29it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2085.19it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2084.89it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2084.79it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2084.49it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2084.39it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2084.09it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2083.99it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2083.69it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2083.59it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2083.29it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2083.19it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.89it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.79it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.50it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.39it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.10it/s, iter=4.22e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2082.00it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2081.66it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2081.56it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2081.25it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2081.15it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2080.85it/s, iter=4.23e+03, step_size=0.893, tol=0.00127]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2080.75it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2080.46it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2080.36it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2080.06it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2079.96it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2079.66it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2079.54it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2079.06it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2078.96it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2078.66it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2078.56it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2078.26it/s, iter=4.23e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2078.15it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2077.82it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2077.72it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2077.42it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2077.31it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2077.02it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2076.92it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2076.62it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2076.52it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2076.22it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2076.12it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2075.82it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2075.72it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2075.42it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2075.32it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2075.03it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2074.93it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2074.63it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2074.53it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2074.24it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2074.14it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2073.84it/s, iter=4.24e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2073.74it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2073.45it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2073.35it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2073.05it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2072.95it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2072.66it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2072.56it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2072.26it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2072.16it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2071.87it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2071.77it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2071.48it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2071.38it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2071.07it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2070.97it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2070.68it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2070.58it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2070.29it/s, iter=4.25e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2070.19it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2069.90it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2069.80it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2069.51it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2069.41it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2069.08it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2068.94it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2068.63it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2068.53it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2068.23it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2068.14it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2067.85it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2067.75it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2067.41it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2067.31it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2067.02it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2066.92it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2066.63it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2066.53it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2066.24it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2066.11it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2065.75it/s, iter=4.26e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2065.65it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2065.36it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2065.26it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.97it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.80it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.50it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.40it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.11it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2064.01it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2063.72it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2063.62it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2063.33it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2063.23it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.94it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.84it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.54it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.45it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.15it/s, iter=4.27e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2062.06it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2061.76it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2061.66it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2061.37it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2061.27it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.98it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.88it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.55it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.45it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.16it/s, iter=4.28e+03, step_size=0.893, tol=0.00126]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2060.06it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2059.77it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2059.67it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2059.38it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2059.28it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.99it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.89it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.60it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.50it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.20it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2058.10it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2057.81it/s, iter=4.28e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2057.71it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2057.42it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2057.32it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2057.02it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2056.93it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2056.63it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2056.49it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2056.15it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2056.05it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2055.76it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2055.66it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2055.37it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2055.27it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.98it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.89it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.59it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.50it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.21it/s, iter=4.29e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2054.11it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2053.82it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2053.72it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2053.40it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2053.30it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2053.01it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2052.91it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2052.62it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2052.52it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2052.19it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2052.09it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2051.80it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2051.70it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2051.35it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2051.25it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.95it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.84it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.54it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.44it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.15it/s, iter=4.3e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2050.04it/s, iter=4.30e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2049.75it/s, iter=4.30e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2049.64it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2049.34it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2049.24it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2048.94it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 81%|########1 | 4050/5000 [00:01<00:00, 2048.84it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2179.79it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2179.48it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2179.37it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.99it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.88it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.57it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.46it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.13it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2178.03it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2177.71it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2177.61it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2177.28it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2177.17it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2176.87it/s, iter=4.31e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2176.76it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2176.46it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2176.35it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2176.05it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2175.94it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2175.64it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2175.54it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2175.23it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2175.13it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2174.80it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2174.67it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2174.36it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2174.26it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.96it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.85it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.55it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.45it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.15it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2173.04it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2172.57it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2172.46it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2172.08it/s, iter=4.32e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2171.97it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2171.67it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2171.57it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2171.21it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2171.11it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2170.80it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2170.70it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2170.34it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2170.21it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2169.91it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2169.81it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2169.50it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2169.40it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2169.10it/s, iter=4.33e+03, step_size=0.893, tol=0.00125]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2168.99it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2168.69it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2168.58it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2168.27it/s, iter=4.33e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2168.17it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2167.87it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2167.77it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2167.46it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2167.36it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2167.05it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2166.94it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2166.64it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2166.53it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2166.23it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2166.13it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2165.78it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2165.68it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2165.37it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2165.27it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.97it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.86it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.54it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.41it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.11it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2164.01it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2163.71it/s, iter=4.34e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2163.61it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2163.17it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2162.95it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2162.36it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2162.13it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2161.70it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2161.53it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2161.22it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2161.12it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2160.82it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2160.72it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2160.18it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2160.06it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2159.76it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2159.66it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2159.32it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2159.22it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.92it/s, iter=4.35e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.82it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.51it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.41it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.11it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2158.01it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2157.71it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2157.60it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2157.23it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2157.13it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2156.83it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2156.73it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2156.42it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2156.32it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2156.02it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2155.91it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2155.61it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2155.51it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2155.00it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:01<00:00, 2154.90it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2154.34it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2154.19it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2153.87it/s, iter=4.36e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2153.77it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2153.47it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2153.37it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2152.89it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2152.79it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2152.49it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2152.39it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2152.05it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2151.95it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2151.65it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2151.55it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2151.25it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2151.15it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2150.86it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2150.76it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2150.46it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2150.35it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2150.05it/s, iter=4.37e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2149.95it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2149.65it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2149.55it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2149.25it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2149.15it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2148.85it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2148.68it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2148.36it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2148.26it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.97it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.87it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.57it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.47it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.17it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2147.05it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2146.73it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2146.61it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2146.06it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2145.76it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2145.13it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2144.98it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2144.53it/s, iter=4.38e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2144.29it/s, iter=4.39e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2143.95it/s, iter=4.39e+03, step_size=0.893, tol=0.00124]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2143.83it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2143.48it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2143.37it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2143.03it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2142.91it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2142.57it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2142.46it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2142.12it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2142.01it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2141.67it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2141.55it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2141.22it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2141.11it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2140.77it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2140.65it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2140.32it/s, iter=4.39e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2140.13it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2139.79it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2139.68it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2139.34it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2139.24it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2138.93it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2138.82it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2138.51it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2138.40it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2138.09it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2137.99it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2137.67it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2137.48it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.97it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.87it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.56it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.45it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.14it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2136.02it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2135.63it/s, iter=4.4e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2135.52it/s, iter=4.40e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2135.21it/s, iter=4.40e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2135.11it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2134.75it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2134.63it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2134.32it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2134.22it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2133.82it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2133.70it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2133.41it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2133.31it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2133.02it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2132.92it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2132.63it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2132.53it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2132.24it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2132.14it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2131.85it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2131.71it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2131.40it/s, iter=4.41e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2131.24it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2130.83it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2130.74it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2130.44it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2130.35it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2130.05it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2129.95it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2129.66it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2129.56it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2129.27it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2129.13it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2128.46it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2128.23it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2127.72it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2127.54it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2127.07it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2126.92it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2126.48it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2126.33it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2125.90it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2125.75it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2125.31it/s, iter=4.42e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2125.16it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2124.72it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2124.57it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2124.10it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2123.95it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2123.52it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2123.39it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2122.94it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2122.82it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2122.43it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2122.30it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2121.91it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2121.78it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2121.40it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2121.27it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2120.88it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2120.71it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2120.20it/s, iter=4.43e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2120.07it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2119.68it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2119.55it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2119.11it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2118.97it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2118.59it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2118.46it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2118.09it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2117.98it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2117.63it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2117.51it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2117.17it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2117.05it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2116.71it/s, iter=4.44e+03, step_size=0.893, tol=0.00123]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2116.60it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2116.25it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2116.09it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2115.71it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2115.60it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2115.25it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2115.13it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2114.72it/s, iter=4.44e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2114.60it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2114.25it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2114.14it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2113.80it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2113.68it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2113.34it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2113.21it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2112.89it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2112.79it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2112.19it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2112.00it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2111.57it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2111.46it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2110.75it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2110.58it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2110.26it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2110.15it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2109.84it/s, iter=4.45e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2109.73it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2109.42it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2109.31it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2109.00it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2108.80it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2108.46it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2108.35it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2108.03it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2107.92it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2107.62it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2107.52it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2107.22it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2107.12it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2106.79it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2106.60it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2106.28it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2106.16it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2105.86it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2105.76it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2105.46it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2105.36it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2105.06it/s, iter=4.46e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2104.95it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2104.65it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2104.55it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2104.25it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2104.05it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2103.56it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2103.46it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2103.16it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2103.06it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2102.75it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2102.56it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2102.22it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2102.12it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2101.82it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2101.72it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2101.38it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2101.28it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.98it/s, iter=4.47e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.88it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.58it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.48it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.18it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2100.08it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2099.77it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2099.67it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2099.37it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2099.27it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2098.97it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2098.87it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2098.50it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2098.34it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2098.03it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2097.93it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2097.63it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2097.53it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2097.22it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2097.12it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2096.81it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2096.71it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2096.41it/s, iter=4.48e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2096.30it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2095.94it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2095.74it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2095.35it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2095.25it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2094.95it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2094.85it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2094.53it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2094.35it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2093.73it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2093.53it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2093.07it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2092.97it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2092.67it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2092.57it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2092.27it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2092.17it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2091.88it/s, iter=4.49e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2091.77it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2091.48it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2091.38it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2091.08it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2090.98it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2090.68it/s, iter=4.5e+03, step_size=0.893, tol=0.00122]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2090.58it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2090.20it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2090.10it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2089.80it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2089.70it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2089.40it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2089.30it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2089.00it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2088.90it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2088.60it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2088.50it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2088.20it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2088.10it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2087.68it/s, iter=4.5e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2087.46it/s, iter=4.50e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2087.04it/s, iter=4.50e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2086.93it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2086.57it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2086.46it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2086.05it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2085.94it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2085.61it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2085.50it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2085.17it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2085.06it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2084.68it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2084.55it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2084.23it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2084.12it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2083.79it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2083.68it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2083.35it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2083.25it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2082.92it/s, iter=4.51e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2082.81it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2082.48it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2082.38it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.98it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.88it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.59it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.48it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.18it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2081.08it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2080.78it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2080.68it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2080.38it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2080.28it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2079.98it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2079.88it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2079.35it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2079.25it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2078.94it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2078.84it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2078.54it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2078.44it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2078.07it/s, iter=4.52e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2077.97it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2077.66it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2077.55it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2077.11it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2076.93it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2076.58it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2076.45it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2075.86it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2075.68it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2075.09it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2074.93it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2074.40it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2074.18it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2073.78it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2073.67it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2073.36it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2073.22it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2072.81it/s, iter=4.53e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2072.71it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2072.41it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2072.32it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2071.99it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2071.89it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2071.31it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2071.13it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2070.83it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2070.73it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2070.44it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2070.27it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2069.94it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2069.84it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2069.55it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 86%|########6 | 4309/5000 [00:02<00:00, 2069.45it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2181.76it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2181.42it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2181.32it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2181.01it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2180.91it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2180.60it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2180.50it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2180.19it/s, iter=4.54e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2180.08it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2179.78it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2179.68it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2179.37it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2179.25it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2178.93it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2178.83it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2178.50it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2178.38it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2178.07it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2177.97it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2177.66it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2177.56it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2177.26it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2177.15it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2176.85it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2176.75it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2176.44it/s, iter=4.55e+03, step_size=0.893, tol=0.00121]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2176.34it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2176.03it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2175.83it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2175.36it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2175.25it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2174.95it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2174.85it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2174.54it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2174.42it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2174.03it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2173.93it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2173.63it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2173.52it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2173.18it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2173.08it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2172.51it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2172.32it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2171.55it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2171.36it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2170.76it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2170.55it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2169.74it/s, iter=4.56e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2169.51it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2169.11it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2168.96it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2168.51it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2168.38it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2167.95it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2167.84it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2167.28it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2167.08it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2166.73it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2166.61it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2166.13it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2165.92it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2165.58it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2165.47it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2165.14it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2165.02it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2164.69it/s, iter=4.57e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2164.57it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2164.23it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2164.12it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2163.82it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2163.72it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2163.41it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2163.30it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.99it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.89it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.58it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.48it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.17it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2162.05it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2161.46it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2161.21it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2160.64it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2160.45it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2160.11it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2159.97it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2159.64it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2159.45it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2158.83it/s, iter=4.58e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2158.71it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2158.35it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2158.22it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2157.84it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2157.67it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2157.29it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2157.17it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2156.83it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2156.72it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2156.26it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2156.13it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2155.79it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2155.64it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2154.74it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2154.60it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2154.26it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2154.14it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2153.81it/s, iter=4.59e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2153.62it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2153.20it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2153.05it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2152.64it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2152.54it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2152.23it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2152.13it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2151.81it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2151.71it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2151.36it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2151.11it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2150.57it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2150.46it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2150.15it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2150.04it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2149.73it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2149.54it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2149.23it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2149.12it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2148.80it/s, iter=4.6e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2148.70it/s, iter=4.60e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2148.38it/s, iter=4.60e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2148.28it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.98it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.88it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.58it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.48it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.18it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2147.09it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2146.79it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2146.69it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2146.39it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2146.29it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2146.00it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2145.90it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2145.53it/s, iter=4.61e+03, step_size=0.893, tol=0.0012]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2145.41it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2145.12it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2145.02it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2144.56it/s, iter=4.61e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2144.32it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2143.77it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2143.59it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2143.26it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2143.14it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2142.63it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2142.52it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2142.19it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2142.08it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2141.73it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2141.60it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2141.22it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2141.11it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2140.78it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2140.67it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2140.34it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2140.23it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2139.91it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2139.80it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2139.48it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2139.37it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2139.04it/s, iter=4.62e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2138.93it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2138.46it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2138.17it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2137.72it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2137.61it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2137.21it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2137.10it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2136.80it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2136.70it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2136.39it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2136.29it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.99it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.89it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.59it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.49it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.19it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2135.09it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2134.78it/s, iter=4.63e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2134.68it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2134.38it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2134.28it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2133.98it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2133.88it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2133.56it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2133.37it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2133.03it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2132.86it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2132.39it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2132.29it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.99it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.89it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.57it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.47it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.18it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2131.08it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2130.79it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2130.69it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2130.37it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2130.27it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2129.98it/s, iter=4.64e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2129.88it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2129.41it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2129.29it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2129.00it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2128.90it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2128.61it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2128.51it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2128.14it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2127.97it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2127.29it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2127.09it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2126.55it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2126.44it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2126.13it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2125.99it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2125.65it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2125.48it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2125.12it/s, iter=4.65e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2125.00it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2124.70it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2124.60it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2124.31it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2124.21it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.92it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.82it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.53it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.43it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.14it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2123.04it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2122.75it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2122.65it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2122.37it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2122.27it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2121.79it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2121.49it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2120.99it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2120.88it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2120.49it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2120.38it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2120.07it/s, iter=4.66e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2119.97it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2119.68it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2119.58it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2119.29it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2119.19it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.90it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.80it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.52it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.42it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.13it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2118.03it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2117.74it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2117.61it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2117.24it/s, iter=4.67e+03, step_size=0.893, tol=0.00119]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2117.07it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2116.61it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2116.51it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2116.22it/s, iter=4.67e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2116.12it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2115.79it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2115.70it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2115.41it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2115.31it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2115.03it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2114.93it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2114.61it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2114.51it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2114.22it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2114.13it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2113.84it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2113.72it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2113.34it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2113.24it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.95it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.85it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.56it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.46it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.17it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2112.07it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2111.68it/s, iter=4.68e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2111.49it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2110.89it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2110.68it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2110.36it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2110.26it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2109.97it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2109.87it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2109.49it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2109.40it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2108.89it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2108.75it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2108.43it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2108.32it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2108.00it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2107.90it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2107.58it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2107.48it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2107.16it/s, iter=4.69e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2107.05it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2106.70it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2106.60it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2106.28it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2106.18it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2105.86it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2105.65it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2104.86it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2104.75it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2104.32it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2104.21it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.91it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.81it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.52it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.42it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.12it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2103.02it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2102.73it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2102.63it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2102.34it/s, iter=4.7e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2102.25it/s, iter=4.70e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2101.91it/s, iter=4.70e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2101.77it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2101.43it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2101.26it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2100.82it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2100.72it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2100.43it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2100.33it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2100.03it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2099.93it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2099.64it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2099.54it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2099.24it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2099.14it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2098.83it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2098.73it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2098.45it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2098.35it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2097.86it/s, iter=4.71e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2097.71it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2097.30it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2097.20it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2096.81it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2096.67it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2096.37it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2096.27it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2095.97it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2095.87it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2095.56it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2095.32it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2094.64it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2094.46it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.97it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.86it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.55it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.44it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.13it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2093.02it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2092.71it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2092.61it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2092.30it/s, iter=4.72e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2092.19it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2091.88it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2091.78it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2091.47it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2091.37it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2091.05it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2090.95it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2090.64it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2090.54it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2090.13it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2090.02it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2089.53it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2089.37it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2088.69it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2088.50it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2088.18it/s, iter=4.73e+03, step_size=0.893, tol=0.00118]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2088.07it/s, iter=4.73e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2087.75it/s, iter=4.73e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2087.65it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2087.33it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2087.23it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2086.91it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2086.81it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2086.46it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2086.32it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2086.01it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2085.91it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2085.60it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2085.49it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2085.18it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2085.08it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2084.76it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2084.67it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2084.38it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2084.29it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2084.00it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2083.91it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2083.62it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2083.52it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2083.24it/s, iter=4.74e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2083.15it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2082.86it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2082.76it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2082.41it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2082.31it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2082.03it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2081.93it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2081.65it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2081.55it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2081.27it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2081.17it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.89it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.79it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.51it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.41it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.13it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2080.02it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2079.75it/s, iter=4.75e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2079.65it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2079.37it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2079.28it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2078.69it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2078.54it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2078.02it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2077.93it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2077.65it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2077.55it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2077.27it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2077.17it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.90it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.80it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.53it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.43it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.16it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2076.06it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2075.78it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2075.69it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2075.41it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2075.32it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.99it/s, iter=4.76e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.87it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.59it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.50it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.21it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2074.12it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2073.72it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2073.45it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.93it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.80it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.52it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.43it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.15it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2072.05it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2071.75it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 91%|######### | 4543/5000 [00:02<00:00, 2071.66it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2176.92it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2176.64it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2176.46it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2176.16it/s, iter=4.77e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2176.07it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2175.78it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2175.68it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2175.39it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2175.27it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2174.95it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2174.81it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2174.45it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2174.35it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2174.06it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2173.96it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2173.67it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2173.57it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2173.28it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2173.18it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2172.89it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2172.79it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2172.43it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2172.33it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2172.03it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2171.94it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2171.65it/s, iter=4.78e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2171.55it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2171.26it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2171.16it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.87it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.77it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.48it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.38it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.09it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2170.00it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2169.71it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2169.61it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2169.32it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2169.23it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2168.94it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2168.84it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2168.49it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2168.39it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2168.07it/s, iter=4.79e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2167.98it/s, iter=4.8e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2167.69it/s, iter=4.8e+03, step_size=0.893, tol=0.00117]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2167.59it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2167.28it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2167.17it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2166.87it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2166.77it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2166.47it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2166.37it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2166.00it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2165.84it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2165.36it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2165.25it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2164.95it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2164.85it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2164.48it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2164.38it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2164.08it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2163.97it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2163.67it/s, iter=4.8e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2163.57it/s, iter=4.80e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2163.11it/s, iter=4.80e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2163.01it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2162.70it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2162.60it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2162.12it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2162.03it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2161.74it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2161.64it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2161.36it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2161.26it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.98it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.88it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.51it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.41it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.13it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2160.03it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2159.75it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2159.65it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2159.37it/s, iter=4.81e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2159.27it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.99it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.89it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.61it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.51it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.22it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2158.13it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2157.84it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2157.74it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2157.45it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2157.36it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2157.07it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2156.98it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2156.63it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2156.54it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2156.22it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2156.13it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2155.84it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2155.75it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2155.46it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2155.36it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2155.08it/s, iter=4.82e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2154.99it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2154.70it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2154.61it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2154.29it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2154.20it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.92it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.82it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.54it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.44it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.16it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2153.04it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2152.71it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2152.61it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2152.33it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2152.24it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.95it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.85it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.57it/s, iter=4.83e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.43it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.13it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2151.03it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2150.75it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2150.65it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2150.37it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2150.27it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.99it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.89it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.61it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.51it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.23it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2149.08it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2148.79it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2148.70it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2148.42it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2148.32it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2148.04it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2147.94it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2147.66it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2147.56it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2147.28it/s, iter=4.84e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2147.18it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.90it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.80it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.50it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.40it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.10it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2146.01it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2145.72it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2145.63it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2145.35it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2145.20it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.91it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.82it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.53it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.43it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.15it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2144.06it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2143.78it/s, iter=4.85e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2143.68it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2143.40it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2143.30it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.99it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.81it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.53it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.43it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.14it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2142.05it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2141.77it/s, iter=4.86e+03, step_size=0.893, tol=0.00116]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2141.67it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2141.36it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2141.26it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.98it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.89it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.61it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.51it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.23it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2140.14it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.86it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.76it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.48it/s, iter=4.86e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.39it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.11it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2139.01it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2138.73it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2138.63it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2138.35it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2138.26it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.98it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.89it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.58it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.48it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.20it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2137.02it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2136.52it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2136.30it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2135.91it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2135.79it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2135.45it/s, iter=4.87e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2135.34it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2135.00it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2134.88it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2134.55it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2134.43it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2134.10it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2133.98it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2133.59it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2133.48it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2133.14it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2133.03it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2132.69it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2132.57it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2132.23it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2132.09it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2131.77it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2131.66it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2131.35it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2131.25it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2130.94it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2130.83it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2130.53it/s, iter=4.88e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2130.40it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2130.02it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2129.91it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2129.60it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2129.43it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2128.85it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2128.74it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2128.42it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2128.32it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2128.01it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2127.90it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2127.60it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2127.49it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2127.19it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2127.10it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2126.76it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2126.61it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.96it/s, iter=4.89e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.79it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.47it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.38it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.09it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2125.00it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2124.72it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2124.62it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2124.34it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2124.24it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.96it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.87it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.59it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.49it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.21it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2123.11it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2122.83it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2122.74it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2122.45it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2122.27it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2121.99it/s, iter=4.9e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2121.79it/s, iter=4.90e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2121.33it/s, iter=4.90e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2121.23it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2120.86it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2120.73it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2120.43it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2120.33it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2120.06it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2119.97it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2119.69it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2119.60it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2119.29it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2119.20it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.93it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.84it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.47it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.38it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.11it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2118.01it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2117.74it/s, iter=4.91e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2117.65it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2117.37it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2117.28it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2117.00it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2116.91it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2116.64it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2116.53it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2116.24it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2116.14it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.87it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.78it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.50it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.41it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.14it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2115.05it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2114.71it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2114.59it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2113.85it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2113.76it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2113.48it/s, iter=4.92e+03, step_size=0.893, tol=0.00115]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2113.39it/s, iter=4.92e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2113.11it/s, iter=4.92e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2112.99it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2112.72it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2112.63it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2112.35it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2112.26it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.95it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.86it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.59it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.50it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.22it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2111.08it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2110.77it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2110.66it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2110.39it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2110.29it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.99it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.90it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.62it/s, iter=4.93e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.53it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.26it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2109.17it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.89it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.80it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.53it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.44it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.16it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2108.07it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2107.80it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2107.70it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2107.40it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2107.28it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2106.98it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2106.78it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2106.40it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2106.30it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2106.03it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2105.94it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2105.66it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2105.55it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2105.28it/s, iter=4.94e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2105.19it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2104.63it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2104.45it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.93it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.84it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.50it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.41it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.14it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2103.05it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2102.78it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2102.68it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2102.41it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2102.32it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2102.05it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2101.95it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2101.68it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2101.59it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2101.32it/s, iter=4.95e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2101.23it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.96it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.87it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.60it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.51it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.24it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2100.14it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2099.82it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2099.72it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2099.20it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2099.04it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2098.52it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2098.38it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2097.99it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2097.86it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2097.47it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2097.34it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2096.96it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2096.83it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2096.44it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2096.27it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2095.86it/s, iter=4.96e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2095.73it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2095.35it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2095.22it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2094.84it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2094.70it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2094.36it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2094.25it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2093.91it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2093.80it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2093.46it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2093.35it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2093.01it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2092.90it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2092.52it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2092.41it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2092.00it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2091.85it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2091.51it/s, iter=4.97e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2091.39it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2091.06it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2090.95it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2090.61it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2090.50it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2090.15it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2090.05it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2089.73it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2089.57it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2089.04it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2088.84it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2088.44it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2088.33it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2088.03it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2087.93it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2087.63it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2087.53it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2087.23it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2087.13it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2086.82it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2086.72it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2086.41it/s, iter=4.98e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2086.31it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2086.01it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2085.91it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2085.59it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2085.50it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2085.16it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2085.06it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2084.66it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2084.50it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2084.21it/s, iter=4.99e+03, step_size=0.893, tol=0.00114]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2084.12it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2083.76it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2083.54it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2083.20it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2083.10it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2082.82it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2082.73it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2082.46it/s, iter=4.99e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2082.36it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2082.09it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2081.99it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2081.72it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 95%|#########5| 4774/5000 [00:02<00:00, 2081.57it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|#########9| 4998/5000 [00:02<00:00, 2179.17it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|#########9| 4998/5000 [00:02<00:00, 2178.88it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|#########9| 4998/5000 [00:02<00:00, 2178.79it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|#########9| 4998/5000 [00:02<00:00, 2178.49it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|#########9| 4998/5000 [00:02<00:00, 2178.40it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|##########| 5000/5000 [00:02<00:00, 2179.05it/s, iter=5e+03, step_size=0.893, tol=0.00113]
beta = 0.01
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.5]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.5]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.105]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.105]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0988]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0988]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0937]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0937]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0891]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0891]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0849]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0849]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0811]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0811]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0776]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0776]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0743]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0743]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0713]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0713]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0686]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0686]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0635]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0635]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0591]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0591]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0552]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0552]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0501]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0501]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0485]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0485]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0457]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0457]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0444]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0444]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0419]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0419]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0407]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0407]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0396]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0396]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0356]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0356]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0347]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0347]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0338]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0338]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.033]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.033]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0306]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0306]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0261]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0261]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.025]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.025]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0239]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0239]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0235]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0235]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0182]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0182]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0115]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0115]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.011]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.011]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.0102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.0102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.01]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.01]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.00991]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.00991]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.00978]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.00978]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.00966]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.00966]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.00954]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.00954]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.00942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.00942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.0093]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.0093]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.00919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.00919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00908]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00908]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00886]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00886]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00865]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00865]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.00855]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.00855]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.00845]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.00845]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.00836]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.00836]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.00826]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.00826]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.00817]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.00817]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00808]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00808]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0079]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0079]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.00781]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.00781]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.00772]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.00772]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.00764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.00764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.00756]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.00756]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0074]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0074]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.00732]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.00732]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.00724]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.00724]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00717]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00717]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0071]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0071]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.00702]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.00702]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.00695]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.00695]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.00688]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.00688]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.00681]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.00681]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.00674]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.00674]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.00668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.00668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.00661]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.00661]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.00655]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.00655]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.00648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.00648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.00642]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.00642]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.00636]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.00636]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0063]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0063]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.00624]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.00624]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.00618]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.00618]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.00612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.00612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.00607]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.00607]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.00601]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.00601]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.00596]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.00596]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.0059]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.0059]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.00585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.00585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.00575]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.00575]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.00569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.00569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.00564]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.00564]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.00555]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.00555]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0055]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0055]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.00545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.00545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.00541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.00541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.00536]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.00536]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.00531]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.00531]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.00527]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.00527]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.00523]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.00523]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.00518]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.00518]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.00514]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.00514]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.00506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.00506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.00502]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.00502]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.00498]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.00498]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.00494]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.00494]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0049]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0049]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.00486]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.00486]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.00482]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.00482]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.00478]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.00478]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.00474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.00474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.00471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.00471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.00467]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.00467]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.00464]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.00464]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0046]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0046]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.00453]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.00453]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0045]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0045]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.00446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.00446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.00443]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.00443]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0044]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0044]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.00433]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.00433]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0043]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0043]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.00427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.00427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.00424]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.00424]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.00421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.00421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.00418]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.00418]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.00415]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.00415]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.00412]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.00412]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.00409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.00409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.00403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.00403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.004]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.004]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.00398]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.00398]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.00395]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.00395]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.00392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.00392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.00389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.00389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=0.00387]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=0.00387]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=0.00384]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=0.00384]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=0.00382]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2187.52it/s, iter=218, step_size=0.893, tol=0.00382]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2181.14it/s, iter=218, step_size=0.893, tol=0.00382]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2178.80it/s, iter=219, step_size=0.893, tol=0.00379]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2171.82it/s, iter=219, step_size=0.893, tol=0.00379]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2168.93it/s, iter=220, step_size=0.893, tol=0.00376]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2162.60it/s, iter=220, step_size=0.893, tol=0.00376]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2160.50it/s, iter=221, step_size=0.893, tol=0.00374]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2154.32it/s, iter=221, step_size=0.893, tol=0.00374]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2152.26it/s, iter=222, step_size=0.893, tol=0.00371]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2144.73it/s, iter=222, step_size=0.893, tol=0.00371]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2142.68it/s, iter=223, step_size=0.893, tol=0.00369]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2129.89it/s, iter=223, step_size=0.893, tol=0.00369]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2127.15it/s, iter=224, step_size=0.893, tol=0.00367]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2121.14it/s, iter=224, step_size=0.893, tol=0.00367]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2119.03it/s, iter=225, step_size=0.893, tol=0.00364]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2113.10it/s, iter=225, step_size=0.893, tol=0.00364]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2110.77it/s, iter=226, step_size=0.893, tol=0.00362]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2104.61it/s, iter=226, step_size=0.893, tol=0.00362]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2102.65it/s, iter=227, step_size=0.893, tol=0.00359]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2096.80it/s, iter=227, step_size=0.893, tol=0.00359]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2094.84it/s, iter=228, step_size=0.893, tol=0.00357]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2088.74it/s, iter=228, step_size=0.893, tol=0.00357]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2086.55it/s, iter=229, step_size=0.893, tol=0.00355]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2080.82it/s, iter=229, step_size=0.893, tol=0.00355]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2078.91it/s, iter=230, step_size=0.893, tol=0.00352]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2073.22it/s, iter=230, step_size=0.893, tol=0.00352]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2071.31it/s, iter=231, step_size=0.893, tol=0.0035]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2061.30it/s, iter=231, step_size=0.893, tol=0.0035]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2057.92it/s, iter=232, step_size=0.893, tol=0.00348]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2047.40it/s, iter=232, step_size=0.893, tol=0.00348]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2044.74it/s, iter=233, step_size=0.893, tol=0.00346]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2038.93it/s, iter=233, step_size=0.893, tol=0.00346]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2036.98it/s, iter=234, step_size=0.893, tol=0.00343]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2031.19it/s, iter=234, step_size=0.893, tol=0.00343]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2029.35it/s, iter=235, step_size=0.893, tol=0.00341]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2023.94it/s, iter=235, step_size=0.893, tol=0.00341]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2022.11it/s, iter=236, step_size=0.893, tol=0.00339]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2016.75it/s, iter=236, step_size=0.893, tol=0.00339]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2014.96it/s, iter=237, step_size=0.893, tol=0.00337]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2009.64it/s, iter=237, step_size=0.893, tol=0.00337]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2007.85it/s, iter=238, step_size=0.893, tol=0.00335]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2002.59it/s, iter=238, step_size=0.893, tol=0.00335]
PGD: 4%|4 | 219/5000 [00:00<00:02, 2000.82it/s, iter=239, step_size=0.893, tol=0.00333]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1995.60it/s, iter=239, step_size=0.893, tol=0.00333]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1992.22it/s, iter=240, step_size=0.893, tol=0.00331]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1986.97it/s, iter=240, step_size=0.893, tol=0.00331]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1983.74it/s, iter=241, step_size=0.893, tol=0.00329]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1975.49it/s, iter=241, step_size=0.893, tol=0.00329]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1973.76it/s, iter=242, step_size=0.893, tol=0.00327]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1968.62it/s, iter=242, step_size=0.893, tol=0.00327]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1966.90it/s, iter=243, step_size=0.893, tol=0.00325]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1961.82it/s, iter=243, step_size=0.893, tol=0.00325]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1959.83it/s, iter=244, step_size=0.893, tol=0.00323]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1953.65it/s, iter=244, step_size=0.893, tol=0.00323]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1950.17it/s, iter=245, step_size=0.893, tol=0.00321]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1941.46it/s, iter=245, step_size=0.893, tol=0.00321]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1939.57it/s, iter=246, step_size=0.893, tol=0.00319]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1934.61it/s, iter=246, step_size=0.893, tol=0.00319]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1932.96it/s, iter=247, step_size=0.893, tol=0.00317]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1928.06it/s, iter=247, step_size=0.893, tol=0.00317]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1926.43it/s, iter=248, step_size=0.893, tol=0.00315]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1920.36it/s, iter=248, step_size=0.893, tol=0.00315]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1918.70it/s, iter=249, step_size=0.893, tol=0.00313]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1913.87it/s, iter=249, step_size=0.893, tol=0.00313]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1912.24it/s, iter=250, step_size=0.893, tol=0.00311]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1907.44it/s, iter=250, step_size=0.893, tol=0.00311]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1905.82it/s, iter=251, step_size=0.893, tol=0.00309]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1901.00it/s, iter=251, step_size=0.893, tol=0.00309]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1899.39it/s, iter=252, step_size=0.893, tol=0.00307]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1894.62it/s, iter=252, step_size=0.893, tol=0.00307]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1893.05it/s, iter=253, step_size=0.893, tol=0.00305]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1888.27it/s, iter=253, step_size=0.893, tol=0.00305]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1886.68it/s, iter=254, step_size=0.893, tol=0.00304]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1881.96it/s, iter=254, step_size=0.893, tol=0.00304]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1880.40it/s, iter=255, step_size=0.893, tol=0.00302]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1875.73it/s, iter=255, step_size=0.893, tol=0.00302]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1874.17it/s, iter=256, step_size=0.893, tol=0.003]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1869.51it/s, iter=256, step_size=0.893, tol=0.003]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1867.97it/s, iter=257, step_size=0.893, tol=0.00298]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1863.36it/s, iter=257, step_size=0.893, tol=0.00298]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1861.84it/s, iter=258, step_size=0.893, tol=0.00296]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1856.57it/s, iter=258, step_size=0.893, tol=0.00296]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1855.02it/s, iter=259, step_size=0.893, tol=0.00295]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1848.57it/s, iter=259, step_size=0.893, tol=0.00295]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1845.69it/s, iter=260, step_size=0.893, tol=0.00293]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1839.21it/s, iter=260, step_size=0.893, tol=0.00293]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1837.54it/s, iter=261, step_size=0.893, tol=0.00291]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1832.62it/s, iter=261, step_size=0.893, tol=0.00291]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1830.95it/s, iter=262, step_size=0.893, tol=0.00289]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1826.08it/s, iter=262, step_size=0.893, tol=0.00289]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1824.45it/s, iter=263, step_size=0.893, tol=0.00288]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1819.63it/s, iter=263, step_size=0.893, tol=0.00288]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1818.01it/s, iter=264, step_size=0.893, tol=0.00286]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1813.25it/s, iter=264, step_size=0.893, tol=0.00286]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1811.64it/s, iter=265, step_size=0.893, tol=0.00284]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1806.88it/s, iter=265, step_size=0.893, tol=0.00284]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1805.27it/s, iter=266, step_size=0.893, tol=0.00283]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1800.54it/s, iter=266, step_size=0.893, tol=0.00283]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1798.97it/s, iter=267, step_size=0.893, tol=0.00281]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1793.24it/s, iter=267, step_size=0.893, tol=0.00281]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1791.66it/s, iter=268, step_size=0.893, tol=0.0028]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1786.00it/s, iter=268, step_size=0.893, tol=0.0028]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1783.67it/s, iter=269, step_size=0.893, tol=0.00278]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1775.89it/s, iter=269, step_size=0.893, tol=0.00278]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1773.82it/s, iter=270, step_size=0.893, tol=0.00276]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1769.33it/s, iter=270, step_size=0.893, tol=0.00276]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1767.93it/s, iter=271, step_size=0.893, tol=0.00275]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1763.71it/s, iter=271, step_size=0.893, tol=0.00275]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1762.31it/s, iter=272, step_size=0.893, tol=0.00273]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1758.15it/s, iter=272, step_size=0.893, tol=0.00273]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1756.76it/s, iter=273, step_size=0.893, tol=0.00272]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1752.64it/s, iter=273, step_size=0.893, tol=0.00272]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1751.25it/s, iter=274, step_size=0.893, tol=0.0027]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1747.13it/s, iter=274, step_size=0.893, tol=0.0027]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1745.75it/s, iter=275, step_size=0.893, tol=0.00269]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1741.65it/s, iter=275, step_size=0.893, tol=0.00269]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1739.15it/s, iter=276, step_size=0.893, tol=0.00267]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1735.02it/s, iter=276, step_size=0.893, tol=0.00267]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1732.60it/s, iter=277, step_size=0.893, tol=0.00265]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1725.85it/s, iter=277, step_size=0.893, tol=0.00265]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1724.49it/s, iter=278, step_size=0.893, tol=0.00264]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1720.46it/s, iter=278, step_size=0.893, tol=0.00264]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1719.13it/s, iter=279, step_size=0.893, tol=0.00263]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1715.15it/s, iter=279, step_size=0.893, tol=0.00263]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1713.82it/s, iter=280, step_size=0.893, tol=0.00261]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1709.88it/s, iter=280, step_size=0.893, tol=0.00261]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1708.56it/s, iter=281, step_size=0.893, tol=0.0026]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1704.67it/s, iter=281, step_size=0.893, tol=0.0026]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1703.16it/s, iter=282, step_size=0.893, tol=0.00258]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1697.50it/s, iter=282, step_size=0.893, tol=0.00258]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1695.63it/s, iter=283, step_size=0.893, tol=0.00257]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1689.76it/s, iter=283, step_size=0.893, tol=0.00257]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1688.50it/s, iter=284, step_size=0.893, tol=0.00255]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1684.05it/s, iter=284, step_size=0.893, tol=0.00255]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1682.78it/s, iter=285, step_size=0.893, tol=0.00254]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1679.03it/s, iter=285, step_size=0.893, tol=0.00254]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1677.77it/s, iter=286, step_size=0.893, tol=0.00252]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1674.05it/s, iter=286, step_size=0.893, tol=0.00252]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1672.81it/s, iter=287, step_size=0.893, tol=0.00251]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1669.14it/s, iter=287, step_size=0.893, tol=0.00251]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1667.91it/s, iter=288, step_size=0.893, tol=0.0025]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1664.24it/s, iter=288, step_size=0.893, tol=0.0025]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1663.01it/s, iter=289, step_size=0.893, tol=0.00248]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1659.41it/s, iter=289, step_size=0.893, tol=0.00248]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1658.19it/s, iter=290, step_size=0.893, tol=0.00247]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1654.59it/s, iter=290, step_size=0.893, tol=0.00247]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1653.38it/s, iter=291, step_size=0.893, tol=0.00246]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1649.75it/s, iter=291, step_size=0.893, tol=0.00246]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1648.53it/s, iter=292, step_size=0.893, tol=0.00244]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1644.93it/s, iter=292, step_size=0.893, tol=0.00244]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1643.73it/s, iter=293, step_size=0.893, tol=0.00243]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1640.19it/s, iter=293, step_size=0.893, tol=0.00243]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1639.00it/s, iter=294, step_size=0.893, tol=0.00242]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1634.98it/s, iter=294, step_size=0.893, tol=0.00242]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1633.77it/s, iter=295, step_size=0.893, tol=0.0024]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1629.18it/s, iter=295, step_size=0.893, tol=0.0024]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1626.44it/s, iter=296, step_size=0.893, tol=0.00239]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1621.98it/s, iter=296, step_size=0.893, tol=0.00239]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1620.81it/s, iter=297, step_size=0.893, tol=0.00238]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1617.34it/s, iter=297, step_size=0.893, tol=0.00238]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1616.18it/s, iter=298, step_size=0.893, tol=0.00236]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1611.99it/s, iter=298, step_size=0.893, tol=0.00236]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1610.84it/s, iter=299, step_size=0.893, tol=0.00235]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1607.41it/s, iter=299, step_size=0.893, tol=0.00235]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1606.26it/s, iter=300, step_size=0.893, tol=0.00234]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1602.84it/s, iter=300, step_size=0.893, tol=0.00234]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1601.69it/s, iter=301, step_size=0.893, tol=0.00232]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1597.93it/s, iter=301, step_size=0.893, tol=0.00232]
PGD: 4%|4 | 219/5000 [00:00<00:02, 1596.80it/s, iter=302, step_size=0.893, tol=0.00231]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1593.42it/s, iter=302, step_size=0.893, tol=0.00231]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1592.29it/s, iter=303, step_size=0.893, tol=0.0023]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1588.11it/s, iter=303, step_size=0.893, tol=0.0023]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1586.96it/s, iter=304, step_size=0.893, tol=0.00229]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1583.60it/s, iter=304, step_size=0.893, tol=0.00229]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1582.47it/s, iter=305, step_size=0.893, tol=0.00228]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1579.15it/s, iter=305, step_size=0.893, tol=0.00228]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1578.04it/s, iter=306, step_size=0.893, tol=0.00226]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1574.75it/s, iter=306, step_size=0.893, tol=0.00226]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1573.46it/s, iter=307, step_size=0.893, tol=0.00225]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1567.52it/s, iter=307, step_size=0.893, tol=0.00225]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1565.63it/s, iter=308, step_size=0.893, tol=0.00224]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1560.84it/s, iter=308, step_size=0.893, tol=0.00224]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1559.74it/s, iter=309, step_size=0.893, tol=0.00223]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1556.54it/s, iter=309, step_size=0.893, tol=0.00223]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1555.47it/s, iter=310, step_size=0.893, tol=0.00222]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1552.30it/s, iter=310, step_size=0.893, tol=0.00222]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1551.24it/s, iter=311, step_size=0.893, tol=0.0022]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1548.09it/s, iter=311, step_size=0.893, tol=0.0022]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1547.03it/s, iter=312, step_size=0.893, tol=0.00219]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1543.13it/s, iter=312, step_size=0.893, tol=0.00219]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1542.08it/s, iter=313, step_size=0.893, tol=0.00218]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1538.19it/s, iter=313, step_size=0.893, tol=0.00218]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1536.30it/s, iter=314, step_size=0.893, tol=0.00217]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1532.16it/s, iter=314, step_size=0.893, tol=0.00217]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1531.12it/s, iter=315, step_size=0.893, tol=0.00216]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1528.02it/s, iter=315, step_size=0.893, tol=0.00216]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1526.98it/s, iter=316, step_size=0.893, tol=0.00215]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1523.74it/s, iter=316, step_size=0.893, tol=0.00215]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1522.57it/s, iter=317, step_size=0.893, tol=0.00213]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1519.50it/s, iter=317, step_size=0.893, tol=0.00213]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1518.48it/s, iter=318, step_size=0.893, tol=0.00212]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1515.44it/s, iter=318, step_size=0.893, tol=0.00212]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1514.42it/s, iter=319, step_size=0.893, tol=0.00211]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1511.11it/s, iter=319, step_size=0.893, tol=0.00211]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1510.10it/s, iter=320, step_size=0.893, tol=0.0021]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1506.76it/s, iter=320, step_size=0.893, tol=0.0021]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1505.58it/s, iter=321, step_size=0.893, tol=0.00209]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1499.77it/s, iter=321, step_size=0.893, tol=0.00209]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1497.67it/s, iter=322, step_size=0.893, tol=0.00208]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1490.37it/s, iter=322, step_size=0.893, tol=0.00208]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1488.07it/s, iter=323, step_size=0.893, tol=0.00207]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1481.81it/s, iter=323, step_size=0.893, tol=0.00207]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1480.41it/s, iter=324, step_size=0.893, tol=0.00206]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1475.84it/s, iter=324, step_size=0.893, tol=0.00206]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1474.21it/s, iter=325, step_size=0.893, tol=0.00205]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1470.26it/s, iter=325, step_size=0.893, tol=0.00205]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1469.02it/s, iter=326, step_size=0.893, tol=0.00204]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1465.22it/s, iter=326, step_size=0.893, tol=0.00204]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1464.05it/s, iter=327, step_size=0.893, tol=0.00203]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1459.87it/s, iter=327, step_size=0.893, tol=0.00203]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1458.78it/s, iter=328, step_size=0.893, tol=0.00202]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1453.41it/s, iter=328, step_size=0.893, tol=0.00202]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1451.88it/s, iter=329, step_size=0.893, tol=0.00201]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1448.67it/s, iter=329, step_size=0.893, tol=0.00201]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1447.60it/s, iter=330, step_size=0.893, tol=0.00199]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1444.42it/s, iter=330, step_size=0.893, tol=0.00199]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1443.36it/s, iter=331, step_size=0.893, tol=0.00198]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1440.21it/s, iter=331, step_size=0.893, tol=0.00198]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1439.16it/s, iter=332, step_size=0.893, tol=0.00197]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1436.02it/s, iter=332, step_size=0.893, tol=0.00197]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1434.98it/s, iter=333, step_size=0.893, tol=0.00196]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1431.85it/s, iter=333, step_size=0.893, tol=0.00196]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1430.80it/s, iter=334, step_size=0.893, tol=0.00195]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1427.69it/s, iter=334, step_size=0.893, tol=0.00195]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1426.65it/s, iter=335, step_size=0.893, tol=0.00194]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1423.09it/s, iter=335, step_size=0.893, tol=0.00194]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1422.13it/s, iter=336, step_size=0.893, tol=0.00193]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1419.29it/s, iter=336, step_size=0.893, tol=0.00193]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1418.35it/s, iter=337, step_size=0.893, tol=0.00192]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1415.53it/s, iter=337, step_size=0.893, tol=0.00192]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1414.59it/s, iter=338, step_size=0.893, tol=0.00191]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1411.79it/s, iter=338, step_size=0.893, tol=0.00191]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1410.86it/s, iter=339, step_size=0.893, tol=0.0019]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1408.10it/s, iter=339, step_size=0.893, tol=0.0019]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1407.18it/s, iter=340, step_size=0.893, tol=0.00189]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1404.44it/s, iter=340, step_size=0.893, tol=0.00189]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1403.51it/s, iter=341, step_size=0.893, tol=0.00188]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1400.77it/s, iter=341, step_size=0.893, tol=0.00188]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1399.86it/s, iter=342, step_size=0.893, tol=0.00188]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1397.11it/s, iter=342, step_size=0.893, tol=0.00188]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1396.20it/s, iter=343, step_size=0.893, tol=0.00187]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1393.48it/s, iter=343, step_size=0.893, tol=0.00187]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1392.57it/s, iter=344, step_size=0.893, tol=0.00186]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1389.88it/s, iter=344, step_size=0.893, tol=0.00186]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1388.97it/s, iter=345, step_size=0.893, tol=0.00185]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1385.91it/s, iter=345, step_size=0.893, tol=0.00185]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1385.01it/s, iter=346, step_size=0.893, tol=0.00184]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1380.56it/s, iter=346, step_size=0.893, tol=0.00184]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1379.14it/s, iter=347, step_size=0.893, tol=0.00183]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1376.37it/s, iter=347, step_size=0.893, tol=0.00183]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1375.44it/s, iter=348, step_size=0.893, tol=0.00182]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1372.68it/s, iter=348, step_size=0.893, tol=0.00182]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1371.77it/s, iter=349, step_size=0.893, tol=0.00181]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1369.03it/s, iter=349, step_size=0.893, tol=0.00181]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1368.11it/s, iter=350, step_size=0.893, tol=0.0018]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1365.38it/s, iter=350, step_size=0.893, tol=0.0018]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1364.46it/s, iter=351, step_size=0.893, tol=0.00179]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1361.74it/s, iter=351, step_size=0.893, tol=0.00179]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1360.82it/s, iter=352, step_size=0.893, tol=0.00178]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1358.11it/s, iter=352, step_size=0.893, tol=0.00178]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1357.20it/s, iter=353, step_size=0.893, tol=0.00177]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1354.44it/s, iter=353, step_size=0.893, tol=0.00177]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1353.19it/s, iter=354, step_size=0.893, tol=0.00176]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1348.63it/s, iter=354, step_size=0.893, tol=0.00176]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1346.88it/s, iter=355, step_size=0.893, tol=0.00176]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1340.48it/s, iter=355, step_size=0.893, tol=0.00176]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1338.21it/s, iter=356, step_size=0.893, tol=0.00175]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1331.75it/s, iter=356, step_size=0.893, tol=0.00175]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1329.88it/s, iter=357, step_size=0.893, tol=0.00174]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1326.24it/s, iter=357, step_size=0.893, tol=0.00174]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1325.26it/s, iter=358, step_size=0.893, tol=0.00173]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1322.39it/s, iter=358, step_size=0.893, tol=0.00173]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1321.42it/s, iter=359, step_size=0.893, tol=0.00172]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1318.01it/s, iter=359, step_size=0.893, tol=0.00172]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1316.70it/s, iter=360, step_size=0.893, tol=0.00171]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1312.14it/s, iter=360, step_size=0.893, tol=0.00171]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1311.17it/s, iter=361, step_size=0.893, tol=0.0017]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1308.37it/s, iter=361, step_size=0.893, tol=0.0017]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1307.43it/s, iter=362, step_size=0.893, tol=0.0017]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1304.59it/s, iter=362, step_size=0.893, tol=0.0017]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1303.67it/s, iter=363, step_size=0.893, tol=0.00169]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1300.92it/s, iter=363, step_size=0.893, tol=0.00169]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1300.01it/s, iter=364, step_size=0.893, tol=0.00168]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1297.34it/s, iter=364, step_size=0.893, tol=0.00168]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1296.51it/s, iter=365, step_size=0.893, tol=0.00167]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1294.03it/s, iter=365, step_size=0.893, tol=0.00167]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1293.20it/s, iter=366, step_size=0.893, tol=0.00166]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1290.77it/s, iter=366, step_size=0.893, tol=0.00166]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1289.95it/s, iter=367, step_size=0.893, tol=0.00165]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1286.89it/s, iter=367, step_size=0.893, tol=0.00165]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1286.07it/s, iter=368, step_size=0.893, tol=0.00165]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1283.66it/s, iter=368, step_size=0.893, tol=0.00165]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1282.84it/s, iter=369, step_size=0.893, tol=0.00164]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1280.44it/s, iter=369, step_size=0.893, tol=0.00164]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1279.63it/s, iter=370, step_size=0.893, tol=0.00163]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1277.25it/s, iter=370, step_size=0.893, tol=0.00163]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1276.44it/s, iter=371, step_size=0.893, tol=0.00162]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1274.06it/s, iter=371, step_size=0.893, tol=0.00162]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1273.26it/s, iter=372, step_size=0.893, tol=0.00161]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1270.89it/s, iter=372, step_size=0.893, tol=0.00161]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1270.10it/s, iter=373, step_size=0.893, tol=0.00161]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1267.05it/s, iter=373, step_size=0.893, tol=0.00161]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1265.46it/s, iter=374, step_size=0.893, tol=0.0016]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1261.27it/s, iter=374, step_size=0.893, tol=0.0016]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1259.55it/s, iter=375, step_size=0.893, tol=0.00159]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1257.12it/s, iter=375, step_size=0.893, tol=0.00159]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1255.43it/s, iter=376, step_size=0.893, tol=0.00158]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1252.19it/s, iter=376, step_size=0.893, tol=0.00158]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1251.41it/s, iter=377, step_size=0.893, tol=0.00157]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1249.10it/s, iter=377, step_size=0.893, tol=0.00157]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1248.34it/s, iter=378, step_size=0.893, tol=0.00157]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1246.00it/s, iter=378, step_size=0.893, tol=0.00157]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1245.23it/s, iter=379, step_size=0.893, tol=0.00156]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1242.97it/s, iter=379, step_size=0.893, tol=0.00156]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1242.22it/s, iter=380, step_size=0.893, tol=0.00155]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1239.96it/s, iter=380, step_size=0.893, tol=0.00155]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1239.14it/s, iter=381, step_size=0.893, tol=0.00154]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1236.87it/s, iter=381, step_size=0.893, tol=0.00154]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1236.11it/s, iter=382, step_size=0.893, tol=0.00154]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1233.88it/s, iter=382, step_size=0.893, tol=0.00154]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1233.14it/s, iter=383, step_size=0.893, tol=0.00153]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1230.56it/s, iter=383, step_size=0.893, tol=0.00153]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1229.81it/s, iter=384, step_size=0.893, tol=0.00152]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1227.58it/s, iter=384, step_size=0.893, tol=0.00152]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1226.85it/s, iter=385, step_size=0.893, tol=0.00151]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1223.24it/s, iter=385, step_size=0.893, tol=0.00151]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1222.12it/s, iter=386, step_size=0.893, tol=0.00151]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1218.80it/s, iter=386, step_size=0.893, tol=0.00151]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1216.88it/s, iter=387, step_size=0.893, tol=0.0015]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1211.93it/s, iter=387, step_size=0.893, tol=0.0015]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1210.92it/s, iter=388, step_size=0.893, tol=0.00149]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1207.78it/s, iter=388, step_size=0.893, tol=0.00149]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1207.10it/s, iter=389, step_size=0.893, tol=0.00148]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1205.14it/s, iter=389, step_size=0.893, tol=0.00148]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1203.89it/s, iter=390, step_size=0.893, tol=0.00148]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1200.78it/s, iter=390, step_size=0.893, tol=0.00148]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1199.40it/s, iter=391, step_size=0.893, tol=0.00147]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1196.14it/s, iter=391, step_size=0.893, tol=0.00147]
PGD: 4%|4 | 219/5000 [00:00<00:03, 1195.34it/s, iter=392, step_size=0.893, tol=0.00146]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1193.42it/s, iter=392, step_size=0.893, tol=0.00146]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1192.30it/s, iter=393, step_size=0.893, tol=0.00146]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1189.41it/s, iter=393, step_size=0.893, tol=0.00146]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1188.76it/s, iter=394, step_size=0.893, tol=0.00145]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1186.89it/s, iter=394, step_size=0.893, tol=0.00145]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1186.26it/s, iter=395, step_size=0.893, tol=0.00144]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1184.41it/s, iter=395, step_size=0.893, tol=0.00144]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1183.78it/s, iter=396, step_size=0.893, tol=0.00143]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1181.93it/s, iter=396, step_size=0.893, tol=0.00143]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1181.31it/s, iter=397, step_size=0.893, tol=0.00143]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1179.46it/s, iter=397, step_size=0.893, tol=0.00143]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1178.84it/s, iter=398, step_size=0.893, tol=0.00142]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1176.46it/s, iter=398, step_size=0.893, tol=0.00142]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1175.85it/s, iter=399, step_size=0.893, tol=0.00141]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1174.01it/s, iter=399, step_size=0.893, tol=0.00141]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1173.40it/s, iter=400, step_size=0.893, tol=0.00141]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1171.57it/s, iter=400, step_size=0.893, tol=0.00141]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1170.96it/s, iter=401, step_size=0.893, tol=0.0014]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1169.14it/s, iter=401, step_size=0.893, tol=0.0014]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1168.53it/s, iter=402, step_size=0.893, tol=0.00139]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1166.70it/s, iter=402, step_size=0.893, tol=0.00139]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1166.10it/s, iter=403, step_size=0.893, tol=0.00139]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1164.29it/s, iter=403, step_size=0.893, tol=0.00139]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1163.69it/s, iter=404, step_size=0.893, tol=0.00138]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1161.84it/s, iter=404, step_size=0.893, tol=0.00138]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1161.24it/s, iter=405, step_size=0.893, tol=0.00137]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1159.47it/s, iter=405, step_size=0.893, tol=0.00137]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1158.87it/s, iter=406, step_size=0.893, tol=0.00137]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1156.65it/s, iter=406, step_size=0.893, tol=0.00137]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1155.59it/s, iter=407, step_size=0.893, tol=0.00136]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1152.10it/s, iter=407, step_size=0.893, tol=0.00136]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1150.40it/s, iter=408, step_size=0.893, tol=0.00135]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1147.19it/s, iter=408, step_size=0.893, tol=0.00135]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1146.59it/s, iter=409, step_size=0.893, tol=0.00135]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1144.84it/s, iter=409, step_size=0.893, tol=0.00135]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1144.26it/s, iter=410, step_size=0.893, tol=0.00134]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1142.47it/s, iter=410, step_size=0.893, tol=0.00134]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1141.88it/s, iter=411, step_size=0.893, tol=0.00133]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1140.15it/s, iter=411, step_size=0.893, tol=0.00133]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1139.56it/s, iter=412, step_size=0.893, tol=0.00133]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1137.60it/s, iter=412, step_size=0.893, tol=0.00133]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1137.02it/s, iter=413, step_size=0.893, tol=0.00132]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1135.25it/s, iter=413, step_size=0.893, tol=0.00132]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1134.68it/s, iter=414, step_size=0.893, tol=0.00131]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1132.97it/s, iter=414, step_size=0.893, tol=0.00131]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1132.41it/s, iter=415, step_size=0.893, tol=0.00131]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1130.72it/s, iter=415, step_size=0.893, tol=0.00131]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1129.79it/s, iter=416, step_size=0.893, tol=0.0013]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1127.74it/s, iter=416, step_size=0.893, tol=0.0013]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1127.18it/s, iter=417, step_size=0.893, tol=0.0013]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1125.50it/s, iter=417, step_size=0.893, tol=0.0013]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1124.94it/s, iter=418, step_size=0.893, tol=0.00129]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1123.27it/s, iter=418, step_size=0.893, tol=0.00129]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1122.71it/s, iter=419, step_size=0.893, tol=0.00128]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1119.78it/s, iter=419, step_size=0.893, tol=0.00128]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1118.58it/s, iter=420, step_size=0.893, tol=0.00128]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1115.61it/s, iter=420, step_size=0.893, tol=0.00128]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1114.95it/s, iter=421, step_size=0.893, tol=0.00127]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1113.05it/s, iter=421, step_size=0.893, tol=0.00127]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1112.49it/s, iter=422, step_size=0.893, tol=0.00127]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1110.73it/s, iter=422, step_size=0.893, tol=0.00127]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1109.49it/s, iter=423, step_size=0.893, tol=0.00126]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1106.91it/s, iter=423, step_size=0.893, tol=0.00126]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1106.09it/s, iter=424, step_size=0.893, tol=0.00125]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1103.40it/s, iter=424, step_size=0.893, tol=0.00125]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1102.20it/s, iter=425, step_size=0.893, tol=0.00125]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1100.10it/s, iter=425, step_size=0.893, tol=0.00125]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1099.25it/s, iter=426, step_size=0.893, tol=0.00124]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1097.34it/s, iter=426, step_size=0.893, tol=0.00124]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1096.74it/s, iter=427, step_size=0.893, tol=0.00124]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1094.97it/s, iter=427, step_size=0.893, tol=0.00124]
PGD: 4%|4 | 219/5000 [00:00<00:04, 1094.38it/s, iter=428, step_size=0.893, tol=0.00123]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2142.95it/s, iter=428, step_size=0.893, tol=0.00123]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2139.47it/s, iter=428, step_size=0.893, tol=0.00123]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2138.31it/s, iter=429, step_size=0.893, tol=0.00122]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2134.86it/s, iter=429, step_size=0.893, tol=0.00122]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2133.72it/s, iter=430, step_size=0.893, tol=0.00122]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2130.33it/s, iter=430, step_size=0.893, tol=0.00122]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2129.20it/s, iter=431, step_size=0.893, tol=0.00121]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2125.29it/s, iter=431, step_size=0.893, tol=0.00121]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2123.83it/s, iter=432, step_size=0.893, tol=0.00121]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2120.46it/s, iter=432, step_size=0.893, tol=0.00121]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2119.35it/s, iter=433, step_size=0.893, tol=0.0012]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2116.01it/s, iter=433, step_size=0.893, tol=0.0012]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2114.90it/s, iter=434, step_size=0.893, tol=0.0012]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2111.59it/s, iter=434, step_size=0.893, tol=0.0012]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2110.47it/s, iter=435, step_size=0.893, tol=0.00119]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2107.12it/s, iter=435, step_size=0.893, tol=0.00119]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2106.09it/s, iter=436, step_size=0.893, tol=0.00118]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2103.06it/s, iter=436, step_size=0.893, tol=0.00118]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2102.05it/s, iter=437, step_size=0.893, tol=0.00118]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2099.04it/s, iter=437, step_size=0.893, tol=0.00118]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2098.02it/s, iter=438, step_size=0.893, tol=0.00117]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2095.02it/s, iter=438, step_size=0.893, tol=0.00117]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2094.01it/s, iter=439, step_size=0.893, tol=0.00117]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2091.03it/s, iter=439, step_size=0.893, tol=0.00117]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2090.02it/s, iter=440, step_size=0.893, tol=0.00116]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2087.05it/s, iter=440, step_size=0.893, tol=0.00116]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2086.05it/s, iter=441, step_size=0.893, tol=0.00116]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2081.59it/s, iter=441, step_size=0.893, tol=0.00116]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2078.83it/s, iter=442, step_size=0.893, tol=0.00115]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2071.31it/s, iter=442, step_size=0.893, tol=0.00115]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2070.06it/s, iter=443, step_size=0.893, tol=0.00115]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2066.29it/s, iter=443, step_size=0.893, tol=0.00115]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2064.82it/s, iter=444, step_size=0.893, tol=0.00114]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2061.36it/s, iter=444, step_size=0.893, tol=0.00114]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2060.16it/s, iter=445, step_size=0.893, tol=0.00113]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2057.14it/s, iter=445, step_size=0.893, tol=0.00113]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2056.18it/s, iter=446, step_size=0.893, tol=0.00113]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2053.25it/s, iter=446, step_size=0.893, tol=0.00113]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2052.29it/s, iter=447, step_size=0.893, tol=0.00112]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2049.45it/s, iter=447, step_size=0.893, tol=0.00112]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2048.50it/s, iter=448, step_size=0.893, tol=0.00112]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2045.68it/s, iter=448, step_size=0.893, tol=0.00112]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2044.09it/s, iter=449, step_size=0.893, tol=0.00111]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2041.07it/s, iter=449, step_size=0.893, tol=0.00111]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2040.11it/s, iter=450, step_size=0.893, tol=0.00111]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2037.29it/s, iter=450, step_size=0.893, tol=0.00111]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2036.35it/s, iter=451, step_size=0.893, tol=0.0011]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2033.56it/s, iter=451, step_size=0.893, tol=0.0011]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2032.62it/s, iter=452, step_size=0.893, tol=0.0011]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2029.83it/s, iter=452, step_size=0.893, tol=0.0011]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2028.90it/s, iter=453, step_size=0.893, tol=0.00109]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2026.14it/s, iter=453, step_size=0.893, tol=0.00109]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2025.05it/s, iter=454, step_size=0.893, tol=0.00109]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2020.76it/s, iter=454, step_size=0.893, tol=0.00109]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2018.53it/s, iter=455, step_size=0.893, tol=0.00108]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2014.01it/s, iter=455, step_size=0.893, tol=0.00108]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2013.10it/s, iter=456, step_size=0.893, tol=0.00108]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2010.39it/s, iter=456, step_size=0.893, tol=0.00108]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2009.47it/s, iter=457, step_size=0.893, tol=0.00107]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2006.77it/s, iter=457, step_size=0.893, tol=0.00107]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2005.03it/s, iter=458, step_size=0.893, tol=0.00107]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2002.30it/s, iter=458, step_size=0.893, tol=0.00107]
PGD: 9%|8 | 429/5000 [00:00<00:02, 2001.39it/s, iter=459, step_size=0.893, tol=0.00106]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1998.70it/s, iter=459, step_size=0.893, tol=0.00106]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1997.52it/s, iter=460, step_size=0.893, tol=0.00106]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1994.83it/s, iter=460, step_size=0.893, tol=0.00106]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1993.93it/s, iter=461, step_size=0.893, tol=0.00105]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1991.15it/s, iter=461, step_size=0.893, tol=0.00105]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1990.26it/s, iter=462, step_size=0.893, tol=0.00105]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1987.62it/s, iter=462, step_size=0.893, tol=0.00105]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1986.74it/s, iter=463, step_size=0.893, tol=0.00104]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1984.10it/s, iter=463, step_size=0.893, tol=0.00104]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1983.21it/s, iter=464, step_size=0.893, tol=0.00104]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1980.57it/s, iter=464, step_size=0.893, tol=0.00104]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1979.67it/s, iter=465, step_size=0.893, tol=0.00103]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1976.77it/s, iter=465, step_size=0.893, tol=0.00103]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1975.88it/s, iter=466, step_size=0.893, tol=0.00103]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1972.98it/s, iter=466, step_size=0.893, tol=0.00103]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1972.10it/s, iter=467, step_size=0.893, tol=0.00102]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1968.80it/s, iter=467, step_size=0.893, tol=0.00102]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1967.91it/s, iter=468, step_size=0.893, tol=0.00102]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1965.29it/s, iter=468, step_size=0.893, tol=0.00102]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1964.40it/s, iter=469, step_size=0.893, tol=0.00101]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1961.80it/s, iter=469, step_size=0.893, tol=0.00101]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1960.93it/s, iter=470, step_size=0.893, tol=0.00101]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1958.34it/s, iter=470, step_size=0.893, tol=0.00101]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1957.47it/s, iter=471, step_size=0.893, tol=0.001]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1954.89it/s, iter=471, step_size=0.893, tol=0.001]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1954.03it/s, iter=472, step_size=0.893, tol=0.001]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1951.47it/s, iter=472, step_size=0.893, tol=0.001]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1950.62it/s, iter=473, step_size=0.893, tol=0.000995]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1948.08it/s, iter=473, step_size=0.893, tol=0.000995]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1947.21it/s, iter=474, step_size=0.893, tol=0.000991]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1944.67it/s, iter=474, step_size=0.893, tol=0.000991]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1943.82it/s, iter=475, step_size=0.893, tol=0.000986]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1941.29it/s, iter=475, step_size=0.893, tol=0.000986]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1940.43it/s, iter=476, step_size=0.893, tol=0.000981]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1937.89it/s, iter=476, step_size=0.893, tol=0.000981]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1937.05it/s, iter=477, step_size=0.893, tol=0.000977]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1934.51it/s, iter=477, step_size=0.893, tol=0.000977]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1933.02it/s, iter=478, step_size=0.893, tol=0.000972]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1930.49it/s, iter=478, step_size=0.893, tol=0.000972]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1929.64it/s, iter=479, step_size=0.893, tol=0.000968]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1926.48it/s, iter=479, step_size=0.893, tol=0.000968]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1924.49it/s, iter=480, step_size=0.893, tol=0.000963]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1918.50it/s, iter=480, step_size=0.893, tol=0.000963]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1916.98it/s, iter=481, step_size=0.893, tol=0.000959]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1914.23it/s, iter=481, step_size=0.893, tol=0.000959]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1913.32it/s, iter=482, step_size=0.893, tol=0.000955]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1910.58it/s, iter=482, step_size=0.893, tol=0.000955]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1909.68it/s, iter=483, step_size=0.893, tol=0.00095]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1906.96it/s, iter=483, step_size=0.893, tol=0.00095]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1906.06it/s, iter=484, step_size=0.893, tol=0.000946]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1903.38it/s, iter=484, step_size=0.893, tol=0.000946]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1902.48it/s, iter=485, step_size=0.893, tol=0.000941]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1899.42it/s, iter=485, step_size=0.893, tol=0.000941]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1898.50it/s, iter=486, step_size=0.893, tol=0.000937]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1895.81it/s, iter=486, step_size=0.893, tol=0.000937]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1894.92it/s, iter=487, step_size=0.893, tol=0.000933]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1892.24it/s, iter=487, step_size=0.893, tol=0.000933]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1891.35it/s, iter=488, step_size=0.893, tol=0.000928]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1888.71it/s, iter=488, step_size=0.893, tol=0.000928]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1887.81it/s, iter=489, step_size=0.893, tol=0.000924]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1885.19it/s, iter=489, step_size=0.893, tol=0.000924]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1884.30it/s, iter=490, step_size=0.893, tol=0.00092]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1881.67it/s, iter=490, step_size=0.893, tol=0.00092]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1880.79it/s, iter=491, step_size=0.893, tol=0.000916]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1878.17it/s, iter=491, step_size=0.893, tol=0.000916]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1877.20it/s, iter=492, step_size=0.893, tol=0.000911]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1873.51it/s, iter=492, step_size=0.893, tol=0.000911]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1872.70it/s, iter=493, step_size=0.893, tol=0.000907]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1870.31it/s, iter=493, step_size=0.893, tol=0.000907]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1869.50it/s, iter=494, step_size=0.893, tol=0.000903]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1867.10it/s, iter=494, step_size=0.893, tol=0.000903]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1866.25it/s, iter=495, step_size=0.893, tol=0.000899]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1863.86it/s, iter=495, step_size=0.893, tol=0.000899]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1863.06it/s, iter=496, step_size=0.893, tol=0.000895]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1860.69it/s, iter=496, step_size=0.893, tol=0.000895]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1859.89it/s, iter=497, step_size=0.893, tol=0.000891]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1857.53it/s, iter=497, step_size=0.893, tol=0.000891]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1856.73it/s, iter=498, step_size=0.893, tol=0.000886]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1854.35it/s, iter=498, step_size=0.893, tol=0.000886]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1853.55it/s, iter=499, step_size=0.893, tol=0.000882]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1851.19it/s, iter=499, step_size=0.893, tol=0.000882]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1850.40it/s, iter=500, step_size=0.893, tol=0.000878]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1848.03it/s, iter=500, step_size=0.893, tol=0.000878]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1847.24it/s, iter=501, step_size=0.893, tol=0.000874]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1844.88it/s, iter=501, step_size=0.893, tol=0.000874]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1844.10it/s, iter=502, step_size=0.893, tol=0.00087]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1841.76it/s, iter=502, step_size=0.893, tol=0.00087]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1840.98it/s, iter=503, step_size=0.893, tol=0.000866]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1838.65it/s, iter=503, step_size=0.893, tol=0.000866]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1837.86it/s, iter=504, step_size=0.893, tol=0.000862]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1835.47it/s, iter=504, step_size=0.893, tol=0.000862]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1834.65it/s, iter=505, step_size=0.893, tol=0.000858]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1832.37it/s, iter=505, step_size=0.893, tol=0.000858]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1831.60it/s, iter=506, step_size=0.893, tol=0.000854]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1829.33it/s, iter=506, step_size=0.893, tol=0.000854]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1828.58it/s, iter=507, step_size=0.893, tol=0.000851]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1826.33it/s, iter=507, step_size=0.893, tol=0.000851]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1825.58it/s, iter=508, step_size=0.893, tol=0.000847]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1823.34it/s, iter=508, step_size=0.893, tol=0.000847]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1822.58it/s, iter=509, step_size=0.893, tol=0.000843]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1820.35it/s, iter=509, step_size=0.893, tol=0.000843]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1819.60it/s, iter=510, step_size=0.893, tol=0.000839]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1817.38it/s, iter=510, step_size=0.893, tol=0.000839]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1816.63it/s, iter=511, step_size=0.893, tol=0.000835]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1814.41it/s, iter=511, step_size=0.893, tol=0.000835]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1813.67it/s, iter=512, step_size=0.893, tol=0.000831]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1811.46it/s, iter=512, step_size=0.893, tol=0.000831]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1810.71it/s, iter=513, step_size=0.893, tol=0.000827]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1808.19it/s, iter=513, step_size=0.893, tol=0.000827]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1807.43it/s, iter=514, step_size=0.893, tol=0.000824]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1805.22it/s, iter=514, step_size=0.893, tol=0.000824]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1804.49it/s, iter=515, step_size=0.893, tol=0.00082]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1802.25it/s, iter=515, step_size=0.893, tol=0.00082]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1801.52it/s, iter=516, step_size=0.893, tol=0.000816]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1799.33it/s, iter=516, step_size=0.893, tol=0.000816]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1798.59it/s, iter=517, step_size=0.893, tol=0.000812]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1796.40it/s, iter=517, step_size=0.893, tol=0.000812]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1795.67it/s, iter=518, step_size=0.893, tol=0.000809]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1793.50it/s, iter=518, step_size=0.893, tol=0.000809]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1792.76it/s, iter=519, step_size=0.893, tol=0.000805]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1790.36it/s, iter=519, step_size=0.893, tol=0.000805]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1789.63it/s, iter=520, step_size=0.893, tol=0.000801]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1787.49it/s, iter=520, step_size=0.893, tol=0.000801]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1786.77it/s, iter=521, step_size=0.893, tol=0.000798]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1784.40it/s, iter=521, step_size=0.893, tol=0.000798]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1783.68it/s, iter=522, step_size=0.893, tol=0.000794]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1781.56it/s, iter=522, step_size=0.893, tol=0.000794]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1780.84it/s, iter=523, step_size=0.893, tol=0.00079]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1778.71it/s, iter=523, step_size=0.893, tol=0.00079]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1777.98it/s, iter=524, step_size=0.893, tol=0.000787]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1775.85it/s, iter=524, step_size=0.893, tol=0.000787]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1775.13it/s, iter=525, step_size=0.893, tol=0.000783]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1772.49it/s, iter=525, step_size=0.893, tol=0.000783]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1771.78it/s, iter=526, step_size=0.893, tol=0.00078]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1769.67it/s, iter=526, step_size=0.893, tol=0.00078]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1768.96it/s, iter=527, step_size=0.893, tol=0.000776]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1766.86it/s, iter=527, step_size=0.893, tol=0.000776]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1766.16it/s, iter=528, step_size=0.893, tol=0.000773]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1764.06it/s, iter=528, step_size=0.893, tol=0.000773]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1763.36it/s, iter=529, step_size=0.893, tol=0.000769]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1761.27it/s, iter=529, step_size=0.893, tol=0.000769]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1760.57it/s, iter=530, step_size=0.893, tol=0.000766]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1758.48it/s, iter=530, step_size=0.893, tol=0.000766]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1757.78it/s, iter=531, step_size=0.893, tol=0.000762]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1755.71it/s, iter=531, step_size=0.893, tol=0.000762]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1755.02it/s, iter=532, step_size=0.893, tol=0.000759]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1752.95it/s, iter=532, step_size=0.893, tol=0.000759]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1752.26it/s, iter=533, step_size=0.893, tol=0.000755]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1750.19it/s, iter=533, step_size=0.893, tol=0.000755]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1749.35it/s, iter=534, step_size=0.893, tol=0.000752]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1745.41it/s, iter=534, step_size=0.893, tol=0.000752]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1744.51it/s, iter=535, step_size=0.893, tol=0.000748]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1742.45it/s, iter=535, step_size=0.893, tol=0.000748]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1740.56it/s, iter=536, step_size=0.893, tol=0.000745]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1736.80it/s, iter=536, step_size=0.893, tol=0.000745]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1736.00it/s, iter=537, step_size=0.893, tol=0.000741]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1733.96it/s, iter=537, step_size=0.893, tol=0.000741]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1733.29it/s, iter=538, step_size=0.893, tol=0.000738]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1731.19it/s, iter=538, step_size=0.893, tol=0.000738]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1730.49it/s, iter=539, step_size=0.893, tol=0.000735]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1728.46it/s, iter=539, step_size=0.893, tol=0.000735]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1727.78it/s, iter=540, step_size=0.893, tol=0.000731]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1725.76it/s, iter=540, step_size=0.893, tol=0.000731]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1725.09it/s, iter=541, step_size=0.893, tol=0.000728]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1723.02it/s, iter=541, step_size=0.893, tol=0.000728]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1722.35it/s, iter=542, step_size=0.893, tol=0.000725]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1720.36it/s, iter=542, step_size=0.893, tol=0.000725]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1719.69it/s, iter=543, step_size=0.893, tol=0.000722]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1717.70it/s, iter=543, step_size=0.893, tol=0.000722]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1716.44it/s, iter=544, step_size=0.893, tol=0.000718]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1714.46it/s, iter=544, step_size=0.893, tol=0.000718]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1713.79it/s, iter=545, step_size=0.893, tol=0.000715]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1711.71it/s, iter=545, step_size=0.893, tol=0.000715]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1710.68it/s, iter=546, step_size=0.893, tol=0.000712]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1708.50it/s, iter=546, step_size=0.893, tol=0.000712]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1707.84it/s, iter=547, step_size=0.893, tol=0.000709]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1705.86it/s, iter=547, step_size=0.893, tol=0.000709]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1705.20it/s, iter=548, step_size=0.893, tol=0.000705]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1703.03it/s, iter=548, step_size=0.893, tol=0.000705]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1702.38it/s, iter=549, step_size=0.893, tol=0.000702]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1700.42it/s, iter=549, step_size=0.893, tol=0.000702]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1699.76it/s, iter=550, step_size=0.893, tol=0.000699]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1697.80it/s, iter=550, step_size=0.893, tol=0.000699]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1697.14it/s, iter=551, step_size=0.893, tol=0.000696]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1694.97it/s, iter=551, step_size=0.893, tol=0.000696]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1694.32it/s, iter=552, step_size=0.893, tol=0.000693]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1692.37it/s, iter=552, step_size=0.893, tol=0.000693]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1691.72it/s, iter=553, step_size=0.893, tol=0.00069]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1689.39it/s, iter=553, step_size=0.893, tol=0.00069]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1688.74it/s, iter=554, step_size=0.893, tol=0.000686]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1686.81it/s, iter=554, step_size=0.893, tol=0.000686]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1686.16it/s, iter=555, step_size=0.893, tol=0.000683]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1684.24it/s, iter=555, step_size=0.893, tol=0.000683]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1683.60it/s, iter=556, step_size=0.893, tol=0.00068]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1681.69it/s, iter=556, step_size=0.893, tol=0.00068]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1681.06it/s, iter=557, step_size=0.893, tol=0.000677]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1679.16it/s, iter=557, step_size=0.893, tol=0.000677]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1678.53it/s, iter=558, step_size=0.893, tol=0.000674]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1676.65it/s, iter=558, step_size=0.893, tol=0.000674]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1676.01it/s, iter=559, step_size=0.893, tol=0.000671]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1674.12it/s, iter=559, step_size=0.893, tol=0.000671]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1673.49it/s, iter=560, step_size=0.893, tol=0.000668]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1671.61it/s, iter=560, step_size=0.893, tol=0.000668]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1670.97it/s, iter=561, step_size=0.893, tol=0.000665]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1669.10it/s, iter=561, step_size=0.893, tol=0.000665]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1668.47it/s, iter=562, step_size=0.893, tol=0.000662]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1666.60it/s, iter=562, step_size=0.893, tol=0.000662]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1665.97it/s, iter=563, step_size=0.893, tol=0.000659]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1664.07it/s, iter=563, step_size=0.893, tol=0.000659]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1663.44it/s, iter=564, step_size=0.893, tol=0.000656]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1661.56it/s, iter=564, step_size=0.893, tol=0.000656]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1660.94it/s, iter=565, step_size=0.893, tol=0.000653]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1659.08it/s, iter=565, step_size=0.893, tol=0.000653]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1658.45it/s, iter=566, step_size=0.893, tol=0.00065]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1656.60it/s, iter=566, step_size=0.893, tol=0.00065]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1655.98it/s, iter=567, step_size=0.893, tol=0.000647]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1654.13it/s, iter=567, step_size=0.893, tol=0.000647]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1653.51it/s, iter=568, step_size=0.893, tol=0.000644]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1651.67it/s, iter=568, step_size=0.893, tol=0.000644]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1651.06it/s, iter=569, step_size=0.893, tol=0.000641]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1649.24it/s, iter=569, step_size=0.893, tol=0.000641]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1648.61it/s, iter=570, step_size=0.893, tol=0.000639]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1646.78it/s, iter=570, step_size=0.893, tol=0.000639]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1646.17it/s, iter=571, step_size=0.893, tol=0.000636]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1644.34it/s, iter=571, step_size=0.893, tol=0.000636]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1643.72it/s, iter=572, step_size=0.893, tol=0.000633]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1641.89it/s, iter=572, step_size=0.893, tol=0.000633]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1641.28it/s, iter=573, step_size=0.893, tol=0.00063]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1639.46it/s, iter=573, step_size=0.893, tol=0.00063]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1638.85it/s, iter=574, step_size=0.893, tol=0.000627]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1635.99it/s, iter=574, step_size=0.893, tol=0.000627]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1634.87it/s, iter=575, step_size=0.893, tol=0.000624]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1632.47it/s, iter=575, step_size=0.893, tol=0.000624]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1631.87it/s, iter=576, step_size=0.893, tol=0.000621]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1630.08it/s, iter=576, step_size=0.893, tol=0.000621]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1629.49it/s, iter=577, step_size=0.893, tol=0.000619]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1627.52it/s, iter=577, step_size=0.893, tol=0.000619]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1626.92it/s, iter=578, step_size=0.893, tol=0.000616]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1625.14it/s, iter=578, step_size=0.893, tol=0.000616]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1624.54it/s, iter=579, step_size=0.893, tol=0.000613]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1622.76it/s, iter=579, step_size=0.893, tol=0.000613]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1622.16it/s, iter=580, step_size=0.893, tol=0.00061]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1620.18it/s, iter=580, step_size=0.893, tol=0.00061]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1619.59it/s, iter=581, step_size=0.893, tol=0.000608]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1617.81it/s, iter=581, step_size=0.893, tol=0.000608]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1617.22it/s, iter=582, step_size=0.893, tol=0.000605]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1615.46it/s, iter=582, step_size=0.893, tol=0.000605]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1614.87it/s, iter=583, step_size=0.893, tol=0.000602]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1612.89it/s, iter=583, step_size=0.893, tol=0.000602]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1612.30it/s, iter=584, step_size=0.893, tol=0.000599]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1610.54it/s, iter=584, step_size=0.893, tol=0.000599]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1609.96it/s, iter=585, step_size=0.893, tol=0.000597]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1608.22it/s, iter=585, step_size=0.893, tol=0.000597]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1607.64it/s, iter=586, step_size=0.893, tol=0.000594]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1605.89it/s, iter=586, step_size=0.893, tol=0.000594]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1605.31it/s, iter=587, step_size=0.893, tol=0.000591]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1603.58it/s, iter=587, step_size=0.893, tol=0.000591]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1603.00it/s, iter=588, step_size=0.893, tol=0.000589]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1601.27it/s, iter=588, step_size=0.893, tol=0.000589]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1600.69it/s, iter=589, step_size=0.893, tol=0.000586]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1598.97it/s, iter=589, step_size=0.893, tol=0.000586]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1598.39it/s, iter=590, step_size=0.893, tol=0.000584]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1596.68it/s, iter=590, step_size=0.893, tol=0.000584]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1596.10it/s, iter=591, step_size=0.893, tol=0.000581]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1594.38it/s, iter=591, step_size=0.893, tol=0.000581]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1593.81it/s, iter=592, step_size=0.893, tol=0.000578]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1592.10it/s, iter=592, step_size=0.893, tol=0.000578]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1591.53it/s, iter=593, step_size=0.893, tol=0.000576]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1589.63it/s, iter=593, step_size=0.893, tol=0.000576]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1589.06it/s, iter=594, step_size=0.893, tol=0.000573]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1587.36it/s, iter=594, step_size=0.893, tol=0.000573]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1586.79it/s, iter=595, step_size=0.893, tol=0.000571]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1585.10it/s, iter=595, step_size=0.893, tol=0.000571]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1584.53it/s, iter=596, step_size=0.893, tol=0.000568]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1582.84it/s, iter=596, step_size=0.893, tol=0.000568]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1582.28it/s, iter=597, step_size=0.893, tol=0.000566]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1580.55it/s, iter=597, step_size=0.893, tol=0.000566]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1579.98it/s, iter=598, step_size=0.893, tol=0.000563]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1578.30it/s, iter=598, step_size=0.893, tol=0.000563]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1577.74it/s, iter=599, step_size=0.893, tol=0.00056]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1576.07it/s, iter=599, step_size=0.893, tol=0.00056]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1574.90it/s, iter=600, step_size=0.893, tol=0.000558]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1571.02it/s, iter=600, step_size=0.893, tol=0.000558]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1569.90it/s, iter=601, step_size=0.893, tol=0.000555]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1567.02it/s, iter=601, step_size=0.893, tol=0.000555]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1565.95it/s, iter=602, step_size=0.893, tol=0.000553]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1564.28it/s, iter=602, step_size=0.893, tol=0.000553]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1563.73it/s, iter=603, step_size=0.893, tol=0.000551]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1561.99it/s, iter=603, step_size=0.893, tol=0.000551]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1561.32it/s, iter=604, step_size=0.893, tol=0.000548]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1559.49it/s, iter=604, step_size=0.893, tol=0.000548]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1558.94it/s, iter=605, step_size=0.893, tol=0.000546]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1557.31it/s, iter=605, step_size=0.893, tol=0.000546]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1556.76it/s, iter=606, step_size=0.893, tol=0.000543]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1555.13it/s, iter=606, step_size=0.893, tol=0.000543]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1554.59it/s, iter=607, step_size=0.893, tol=0.000541]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1552.75it/s, iter=607, step_size=0.893, tol=0.000541]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1552.21it/s, iter=608, step_size=0.893, tol=0.000538]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1550.59it/s, iter=608, step_size=0.893, tol=0.000538]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1550.04it/s, iter=609, step_size=0.893, tol=0.000536]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1548.42it/s, iter=609, step_size=0.893, tol=0.000536]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1547.88it/s, iter=610, step_size=0.893, tol=0.000534]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1546.25it/s, iter=610, step_size=0.893, tol=0.000534]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1545.72it/s, iter=611, step_size=0.893, tol=0.000531]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1543.64it/s, iter=611, step_size=0.893, tol=0.000531]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1543.10it/s, iter=612, step_size=0.893, tol=0.000529]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1540.72it/s, iter=612, step_size=0.893, tol=0.000529]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1539.68it/s, iter=613, step_size=0.893, tol=0.000526]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1536.43it/s, iter=613, step_size=0.893, tol=0.000526]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1535.75it/s, iter=614, step_size=0.893, tol=0.000524]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1533.92it/s, iter=614, step_size=0.893, tol=0.000524]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1533.32it/s, iter=615, step_size=0.893, tol=0.000522]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1531.55it/s, iter=615, step_size=0.893, tol=0.000522]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1530.97it/s, iter=616, step_size=0.893, tol=0.000519]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1529.22it/s, iter=616, step_size=0.893, tol=0.000519]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1528.60it/s, iter=617, step_size=0.893, tol=0.000517]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1526.82it/s, iter=617, step_size=0.893, tol=0.000517]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1526.22it/s, iter=618, step_size=0.893, tol=0.000515]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1524.48it/s, iter=618, step_size=0.893, tol=0.000515]
PGD: 9%|8 | 429/5000 [00:00<00:02, 1523.90it/s, iter=619, step_size=0.893, tol=0.000513]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1521.93it/s, iter=619, step_size=0.893, tol=0.000513]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1521.35it/s, iter=620, step_size=0.893, tol=0.00051]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1519.61it/s, iter=620, step_size=0.893, tol=0.00051]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1519.04it/s, iter=621, step_size=0.893, tol=0.000508]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1517.33it/s, iter=621, step_size=0.893, tol=0.000508]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1516.75it/s, iter=622, step_size=0.893, tol=0.000506]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1515.03it/s, iter=622, step_size=0.893, tol=0.000506]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1514.45it/s, iter=623, step_size=0.893, tol=0.000503]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1512.69it/s, iter=623, step_size=0.893, tol=0.000503]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1512.17it/s, iter=624, step_size=0.893, tol=0.000501]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1510.59it/s, iter=624, step_size=0.893, tol=0.000501]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1510.07it/s, iter=625, step_size=0.893, tol=0.000499]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1508.52it/s, iter=625, step_size=0.893, tol=0.000499]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1508.00it/s, iter=626, step_size=0.893, tol=0.000497]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1506.43it/s, iter=626, step_size=0.893, tol=0.000497]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1505.90it/s, iter=627, step_size=0.893, tol=0.000495]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1504.35it/s, iter=627, step_size=0.893, tol=0.000495]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1503.83it/s, iter=628, step_size=0.893, tol=0.000492]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1502.28it/s, iter=628, step_size=0.893, tol=0.000492]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1501.76it/s, iter=629, step_size=0.893, tol=0.00049]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1499.95it/s, iter=629, step_size=0.893, tol=0.00049]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1499.44it/s, iter=630, step_size=0.893, tol=0.000488]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1497.89it/s, iter=630, step_size=0.893, tol=0.000488]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1497.38it/s, iter=631, step_size=0.893, tol=0.000486]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1495.85it/s, iter=631, step_size=0.893, tol=0.000486]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1495.34it/s, iter=632, step_size=0.893, tol=0.000484]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1493.79it/s, iter=632, step_size=0.893, tol=0.000484]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1493.28it/s, iter=633, step_size=0.893, tol=0.000482]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1491.74it/s, iter=633, step_size=0.893, tol=0.000482]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1491.23it/s, iter=634, step_size=0.893, tol=0.000479]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1489.70it/s, iter=634, step_size=0.893, tol=0.000479]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1489.20it/s, iter=635, step_size=0.893, tol=0.000477]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1486.57it/s, iter=635, step_size=0.893, tol=0.000477]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1485.59it/s, iter=636, step_size=0.893, tol=0.000475]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1483.64it/s, iter=636, step_size=0.893, tol=0.000475]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1482.37it/s, iter=637, step_size=0.893, tol=0.000473]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1478.61it/s, iter=637, step_size=0.893, tol=0.000473]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1477.78it/s, iter=638, step_size=0.893, tol=0.000471]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1476.11it/s, iter=638, step_size=0.893, tol=0.000471]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1475.51it/s, iter=639, step_size=0.893, tol=0.000469]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1473.84it/s, iter=639, step_size=0.893, tol=0.000469]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1473.28it/s, iter=640, step_size=0.893, tol=0.000467]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1471.62it/s, iter=640, step_size=0.893, tol=0.000467]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1471.07it/s, iter=641, step_size=0.893, tol=0.000465]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1469.43it/s, iter=641, step_size=0.893, tol=0.000465]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1468.88it/s, iter=642, step_size=0.893, tol=0.000463]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1467.25it/s, iter=642, step_size=0.893, tol=0.000463]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1466.69it/s, iter=643, step_size=0.893, tol=0.000461]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1465.05it/s, iter=643, step_size=0.893, tol=0.000461]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1464.50it/s, iter=644, step_size=0.893, tol=0.000459]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1462.87it/s, iter=644, step_size=0.893, tol=0.000459]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1462.32it/s, iter=645, step_size=0.893, tol=0.000456]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1460.71it/s, iter=645, step_size=0.893, tol=0.000456]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1460.05it/s, iter=646, step_size=0.893, tol=0.000454]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1458.37it/s, iter=646, step_size=0.893, tol=0.000454]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1457.87it/s, iter=647, step_size=0.893, tol=0.000452]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1456.39it/s, iter=647, step_size=0.893, tol=0.000452]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1455.88it/s, iter=648, step_size=0.893, tol=0.00045]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1454.39it/s, iter=648, step_size=0.893, tol=0.00045]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1453.89it/s, iter=649, step_size=0.893, tol=0.000448]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1452.17it/s, iter=649, step_size=0.893, tol=0.000448]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1451.29it/s, iter=650, step_size=0.893, tol=0.000446]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1448.86it/s, iter=650, step_size=0.893, tol=0.000446]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1448.36it/s, iter=651, step_size=0.893, tol=0.000444]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1445.64it/s, iter=651, step_size=0.893, tol=0.000444]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1445.14it/s, iter=652, step_size=0.893, tol=0.000443]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1443.67it/s, iter=652, step_size=0.893, tol=0.000443]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1442.79it/s, iter=653, step_size=0.893, tol=0.000441]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1441.21it/s, iter=653, step_size=0.893, tol=0.000441]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1440.70it/s, iter=654, step_size=0.893, tol=0.000439]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1438.84it/s, iter=654, step_size=0.893, tol=0.000439]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1438.35it/s, iter=655, step_size=0.893, tol=0.000437]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1436.84it/s, iter=655, step_size=0.893, tol=0.000437]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1436.35it/s, iter=656, step_size=0.893, tol=0.000435]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1434.92it/s, iter=656, step_size=0.893, tol=0.000435]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1434.46it/s, iter=657, step_size=0.893, tol=0.000433]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1433.08it/s, iter=657, step_size=0.893, tol=0.000433]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1432.61it/s, iter=658, step_size=0.893, tol=0.000431]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1431.23it/s, iter=658, step_size=0.893, tol=0.000431]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1430.77it/s, iter=659, step_size=0.893, tol=0.000429]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1429.40it/s, iter=659, step_size=0.893, tol=0.000429]
PGD: 9%|8 | 429/5000 [00:00<00:03, 1428.93it/s, iter=660, step_size=0.893, tol=0.000427]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2201.18it/s, iter=660, step_size=0.893, tol=0.000427]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2199.10it/s, iter=660, step_size=0.893, tol=0.000427]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2198.39it/s, iter=661, step_size=0.893, tol=0.000425]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2196.29it/s, iter=661, step_size=0.893, tol=0.000425]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2195.57it/s, iter=662, step_size=0.893, tol=0.000423]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2193.48it/s, iter=662, step_size=0.893, tol=0.000423]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2192.77it/s, iter=663, step_size=0.893, tol=0.000421]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2190.68it/s, iter=663, step_size=0.893, tol=0.000421]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2189.48it/s, iter=664, step_size=0.893, tol=0.00042]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2187.38it/s, iter=664, step_size=0.893, tol=0.00042]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2186.67it/s, iter=665, step_size=0.893, tol=0.000418]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2184.57it/s, iter=665, step_size=0.893, tol=0.000418]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2183.86it/s, iter=666, step_size=0.893, tol=0.000416]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2181.78it/s, iter=666, step_size=0.893, tol=0.000416]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2181.09it/s, iter=667, step_size=0.893, tol=0.000414]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2178.99it/s, iter=667, step_size=0.893, tol=0.000414]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2178.29it/s, iter=668, step_size=0.893, tol=0.000412]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2176.20it/s, iter=668, step_size=0.893, tol=0.000412]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2175.50it/s, iter=669, step_size=0.893, tol=0.00041]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2173.42it/s, iter=669, step_size=0.893, tol=0.00041]
PGD: 13%|#3 | 661/5000 [00:00<00:01, 2172.73it/s, iter=670, step_size=0.893, tol=0.000409]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2169.03it/s, iter=670, step_size=0.893, tol=0.000409]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2168.31it/s, iter=671, step_size=0.893, tol=0.000407]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2166.22it/s, iter=671, step_size=0.893, tol=0.000407]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2165.53it/s, iter=672, step_size=0.893, tol=0.000405]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2163.48it/s, iter=672, step_size=0.893, tol=0.000405]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2162.74it/s, iter=673, step_size=0.893, tol=0.000403]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2158.54it/s, iter=673, step_size=0.893, tol=0.000403]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2157.30it/s, iter=674, step_size=0.893, tol=0.000401]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2153.50it/s, iter=674, step_size=0.893, tol=0.000401]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2152.77it/s, iter=675, step_size=0.893, tol=0.0004]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2150.63it/s, iter=675, step_size=0.893, tol=0.0004]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2149.82it/s, iter=676, step_size=0.893, tol=0.000398]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2147.80it/s, iter=676, step_size=0.893, tol=0.000398]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2147.12it/s, iter=677, step_size=0.893, tol=0.000396]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2145.10it/s, iter=677, step_size=0.893, tol=0.000396]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2144.42it/s, iter=678, step_size=0.893, tol=0.000394]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2142.34it/s, iter=678, step_size=0.893, tol=0.000394]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2141.65it/s, iter=679, step_size=0.893, tol=0.000393]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2139.65it/s, iter=679, step_size=0.893, tol=0.000393]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2138.97it/s, iter=680, step_size=0.893, tol=0.000391]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2136.97it/s, iter=680, step_size=0.893, tol=0.000391]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2136.29it/s, iter=681, step_size=0.893, tol=0.000389]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2134.30it/s, iter=681, step_size=0.893, tol=0.000389]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2133.29it/s, iter=682, step_size=0.893, tol=0.000388]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2131.05it/s, iter=682, step_size=0.893, tol=0.000388]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2130.39it/s, iter=683, step_size=0.893, tol=0.000386]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2128.41it/s, iter=683, step_size=0.893, tol=0.000386]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2127.74it/s, iter=684, step_size=0.893, tol=0.000384]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2125.78it/s, iter=684, step_size=0.893, tol=0.000384]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2125.11it/s, iter=685, step_size=0.893, tol=0.000382]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2123.14it/s, iter=685, step_size=0.893, tol=0.000382]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2122.48it/s, iter=686, step_size=0.893, tol=0.000381]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2120.52it/s, iter=686, step_size=0.893, tol=0.000381]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2119.76it/s, iter=687, step_size=0.893, tol=0.000379]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2115.73it/s, iter=687, step_size=0.893, tol=0.000379]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2113.78it/s, iter=688, step_size=0.893, tol=0.000377]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2111.32it/s, iter=688, step_size=0.893, tol=0.000377]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2110.65it/s, iter=689, step_size=0.893, tol=0.000376]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2108.70it/s, iter=689, step_size=0.893, tol=0.000376]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2108.05it/s, iter=690, step_size=0.893, tol=0.000374]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2105.52it/s, iter=690, step_size=0.893, tol=0.000374]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2104.85it/s, iter=691, step_size=0.893, tol=0.000372]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2102.91it/s, iter=691, step_size=0.893, tol=0.000372]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2102.26it/s, iter=692, step_size=0.893, tol=0.000371]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2100.32it/s, iter=692, step_size=0.893, tol=0.000371]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2099.62it/s, iter=693, step_size=0.893, tol=0.000369]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2097.68it/s, iter=693, step_size=0.893, tol=0.000369]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2097.03it/s, iter=694, step_size=0.893, tol=0.000368]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2095.12it/s, iter=694, step_size=0.893, tol=0.000368]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2094.48it/s, iter=695, step_size=0.893, tol=0.000366]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2092.56it/s, iter=695, step_size=0.893, tol=0.000366]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2091.92it/s, iter=696, step_size=0.893, tol=0.000364]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2090.02it/s, iter=696, step_size=0.893, tol=0.000364]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2089.37it/s, iter=697, step_size=0.893, tol=0.000363]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2087.46it/s, iter=697, step_size=0.893, tol=0.000363]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2086.82it/s, iter=698, step_size=0.893, tol=0.000361]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2084.91it/s, iter=698, step_size=0.893, tol=0.000361]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2084.28it/s, iter=699, step_size=0.893, tol=0.00036]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2082.38it/s, iter=699, step_size=0.893, tol=0.00036]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2081.75it/s, iter=700, step_size=0.893, tol=0.000358]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2079.60it/s, iter=700, step_size=0.893, tol=0.000358]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2078.77it/s, iter=701, step_size=0.893, tol=0.000356]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2076.88it/s, iter=701, step_size=0.893, tol=0.000356]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2076.25it/s, iter=702, step_size=0.893, tol=0.000355]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2074.36it/s, iter=702, step_size=0.893, tol=0.000355]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2073.73it/s, iter=703, step_size=0.893, tol=0.000353]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2071.86it/s, iter=703, step_size=0.893, tol=0.000353]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2071.23it/s, iter=704, step_size=0.893, tol=0.000352]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2069.37it/s, iter=704, step_size=0.893, tol=0.000352]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2068.74it/s, iter=705, step_size=0.893, tol=0.00035]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2066.88it/s, iter=705, step_size=0.893, tol=0.00035]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2066.25it/s, iter=706, step_size=0.893, tol=0.000349]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2064.38it/s, iter=706, step_size=0.893, tol=0.000349]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2063.06it/s, iter=707, step_size=0.893, tol=0.000347]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2060.39it/s, iter=707, step_size=0.893, tol=0.000347]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2059.75it/s, iter=708, step_size=0.893, tol=0.000346]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2057.86it/s, iter=708, step_size=0.893, tol=0.000346]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2057.24it/s, iter=709, step_size=0.893, tol=0.000344]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2055.14it/s, iter=709, step_size=0.893, tol=0.000344]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2054.52it/s, iter=710, step_size=0.893, tol=0.000343]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2052.33it/s, iter=710, step_size=0.893, tol=0.000343]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2051.70it/s, iter=711, step_size=0.893, tol=0.000341]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2049.86it/s, iter=711, step_size=0.893, tol=0.000341]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2048.89it/s, iter=712, step_size=0.893, tol=0.00034]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2044.58it/s, iter=712, step_size=0.893, tol=0.00034]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2043.15it/s, iter=713, step_size=0.893, tol=0.000338]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2040.61it/s, iter=713, step_size=0.893, tol=0.000338]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2039.87it/s, iter=714, step_size=0.893, tol=0.000337]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2037.67it/s, iter=714, step_size=0.893, tol=0.000337]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2036.93it/s, iter=715, step_size=0.893, tol=0.000335]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2034.74it/s, iter=715, step_size=0.893, tol=0.000335]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2034.02it/s, iter=716, step_size=0.893, tol=0.000334]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2031.85it/s, iter=716, step_size=0.893, tol=0.000334]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2031.11it/s, iter=717, step_size=0.893, tol=0.000332]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2028.78it/s, iter=717, step_size=0.893, tol=0.000332]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2027.94it/s, iter=718, step_size=0.893, tol=0.000331]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2025.74it/s, iter=718, step_size=0.893, tol=0.000331]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2025.01it/s, iter=719, step_size=0.893, tol=0.000329]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2022.83it/s, iter=719, step_size=0.893, tol=0.000329]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2022.10it/s, iter=720, step_size=0.893, tol=0.000328]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2019.93it/s, iter=720, step_size=0.893, tol=0.000328]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2019.19it/s, iter=721, step_size=0.893, tol=0.000326]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2017.02it/s, iter=721, step_size=0.893, tol=0.000326]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2016.29it/s, iter=722, step_size=0.893, tol=0.000325]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2014.11it/s, iter=722, step_size=0.893, tol=0.000325]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2012.68it/s, iter=723, step_size=0.893, tol=0.000324]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2008.67it/s, iter=723, step_size=0.893, tol=0.000324]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2007.66it/s, iter=724, step_size=0.893, tol=0.000322]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2005.37it/s, iter=724, step_size=0.893, tol=0.000322]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2004.62it/s, iter=725, step_size=0.893, tol=0.000321]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2002.01it/s, iter=725, step_size=0.893, tol=0.000321]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 2001.28it/s, iter=726, step_size=0.893, tol=0.000319]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1999.04it/s, iter=726, step_size=0.893, tol=0.000319]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1998.30it/s, iter=727, step_size=0.893, tol=0.000318]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1996.11it/s, iter=727, step_size=0.893, tol=0.000318]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1995.37it/s, iter=728, step_size=0.893, tol=0.000317]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1993.21it/s, iter=728, step_size=0.893, tol=0.000317]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1992.48it/s, iter=729, step_size=0.893, tol=0.000315]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1990.32it/s, iter=729, step_size=0.893, tol=0.000315]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1989.60it/s, iter=730, step_size=0.893, tol=0.000314]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1987.43it/s, iter=730, step_size=0.893, tol=0.000314]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1986.72it/s, iter=731, step_size=0.893, tol=0.000312]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1984.58it/s, iter=731, step_size=0.893, tol=0.000312]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1983.85it/s, iter=732, step_size=0.893, tol=0.000311]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1981.63it/s, iter=732, step_size=0.893, tol=0.000311]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1980.98it/s, iter=733, step_size=0.893, tol=0.00031]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1978.98it/s, iter=733, step_size=0.893, tol=0.00031]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1978.33it/s, iter=734, step_size=0.893, tol=0.000308]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1976.39it/s, iter=734, step_size=0.893, tol=0.000308]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1975.74it/s, iter=735, step_size=0.893, tol=0.000307]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1973.81it/s, iter=735, step_size=0.893, tol=0.000307]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1973.13it/s, iter=736, step_size=0.893, tol=0.000306]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1971.19it/s, iter=736, step_size=0.893, tol=0.000306]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1970.54it/s, iter=737, step_size=0.893, tol=0.000304]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1968.63it/s, iter=737, step_size=0.893, tol=0.000304]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1967.99it/s, iter=738, step_size=0.893, tol=0.000303]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1966.09it/s, iter=738, step_size=0.893, tol=0.000303]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1964.63it/s, iter=739, step_size=0.893, tol=0.000302]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1961.74it/s, iter=739, step_size=0.893, tol=0.000302]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1961.09it/s, iter=740, step_size=0.893, tol=0.0003]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1959.18it/s, iter=740, step_size=0.893, tol=0.0003]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1958.55it/s, iter=741, step_size=0.893, tol=0.000299]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1956.34it/s, iter=741, step_size=0.893, tol=0.000299]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1955.70it/s, iter=742, step_size=0.893, tol=0.000298]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1953.81it/s, iter=742, step_size=0.893, tol=0.000298]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1953.17it/s, iter=743, step_size=0.893, tol=0.000296]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1951.29it/s, iter=743, step_size=0.893, tol=0.000296]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1950.70it/s, iter=744, step_size=0.893, tol=0.000295]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1948.58it/s, iter=744, step_size=0.893, tol=0.000295]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1947.51it/s, iter=745, step_size=0.893, tol=0.000294]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1944.29it/s, iter=745, step_size=0.893, tol=0.000294]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1943.25it/s, iter=746, step_size=0.893, tol=0.000293]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1941.54it/s, iter=746, step_size=0.893, tol=0.000293]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1940.97it/s, iter=747, step_size=0.893, tol=0.000291]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1939.27it/s, iter=747, step_size=0.893, tol=0.000291]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1938.69it/s, iter=748, step_size=0.893, tol=0.00029]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1937.00it/s, iter=748, step_size=0.893, tol=0.00029]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1936.43it/s, iter=749, step_size=0.893, tol=0.000289]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1934.72it/s, iter=749, step_size=0.893, tol=0.000289]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1934.14it/s, iter=750, step_size=0.893, tol=0.000287]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1932.16it/s, iter=750, step_size=0.893, tol=0.000287]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1931.55it/s, iter=751, step_size=0.893, tol=0.000286]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1929.84it/s, iter=751, step_size=0.893, tol=0.000286]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1929.28it/s, iter=752, step_size=0.893, tol=0.000285]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1927.58it/s, iter=752, step_size=0.893, tol=0.000285]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1927.01it/s, iter=753, step_size=0.893, tol=0.000284]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1925.33it/s, iter=753, step_size=0.893, tol=0.000284]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1924.76it/s, iter=754, step_size=0.893, tol=0.000282]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1923.04it/s, iter=754, step_size=0.893, tol=0.000282]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1922.50it/s, iter=755, step_size=0.893, tol=0.000281]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1920.88it/s, iter=755, step_size=0.893, tol=0.000281]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1920.34it/s, iter=756, step_size=0.893, tol=0.00028]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1917.07it/s, iter=756, step_size=0.893, tol=0.00028]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1916.50it/s, iter=757, step_size=0.893, tol=0.000279]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1914.77it/s, iter=757, step_size=0.893, tol=0.000279]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1914.15it/s, iter=758, step_size=0.893, tol=0.000278]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1910.50it/s, iter=758, step_size=0.893, tol=0.000278]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1909.87it/s, iter=759, step_size=0.893, tol=0.000276]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1908.26it/s, iter=759, step_size=0.893, tol=0.000276]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1907.72it/s, iter=760, step_size=0.893, tol=0.000275]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1906.09it/s, iter=760, step_size=0.893, tol=0.000275]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1905.54it/s, iter=761, step_size=0.893, tol=0.000274]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1903.95it/s, iter=761, step_size=0.893, tol=0.000274]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1903.42it/s, iter=762, step_size=0.893, tol=0.000273]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1901.83it/s, iter=762, step_size=0.893, tol=0.000273]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1901.30it/s, iter=763, step_size=0.893, tol=0.000272]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1899.73it/s, iter=763, step_size=0.893, tol=0.000272]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1899.21it/s, iter=764, step_size=0.893, tol=0.00027]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1897.63it/s, iter=764, step_size=0.893, tol=0.00027]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1897.10it/s, iter=765, step_size=0.893, tol=0.000269]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1895.55it/s, iter=765, step_size=0.893, tol=0.000269]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1895.02it/s, iter=766, step_size=0.893, tol=0.000268]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1893.46it/s, iter=766, step_size=0.893, tol=0.000268]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1892.93it/s, iter=767, step_size=0.893, tol=0.000267]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1891.37it/s, iter=767, step_size=0.893, tol=0.000267]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1890.85it/s, iter=768, step_size=0.893, tol=0.000266]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1888.76it/s, iter=768, step_size=0.893, tol=0.000266]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1888.24it/s, iter=769, step_size=0.893, tol=0.000265]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1886.68it/s, iter=769, step_size=0.893, tol=0.000265]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1886.15it/s, iter=770, step_size=0.893, tol=0.000263]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1884.55it/s, iter=770, step_size=0.893, tol=0.000263]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1884.02it/s, iter=771, step_size=0.893, tol=0.000262]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1882.48it/s, iter=771, step_size=0.893, tol=0.000262]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1881.96it/s, iter=772, step_size=0.893, tol=0.000261]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1880.41it/s, iter=772, step_size=0.893, tol=0.000261]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1879.89it/s, iter=773, step_size=0.893, tol=0.00026]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1878.36it/s, iter=773, step_size=0.893, tol=0.00026]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1877.84it/s, iter=774, step_size=0.893, tol=0.000259]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1875.73it/s, iter=774, step_size=0.893, tol=0.000259]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1874.34it/s, iter=775, step_size=0.893, tol=0.000258]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1872.48it/s, iter=775, step_size=0.893, tol=0.000258]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1871.96it/s, iter=776, step_size=0.893, tol=0.000257]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1870.42it/s, iter=776, step_size=0.893, tol=0.000257]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1869.90it/s, iter=777, step_size=0.893, tol=0.000256]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1868.14it/s, iter=777, step_size=0.893, tol=0.000256]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1867.43it/s, iter=778, step_size=0.893, tol=0.000254]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1865.74it/s, iter=778, step_size=0.893, tol=0.000254]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1865.23it/s, iter=779, step_size=0.893, tol=0.000253]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1863.72it/s, iter=779, step_size=0.893, tol=0.000253]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1863.17it/s, iter=780, step_size=0.893, tol=0.000252]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1861.64it/s, iter=780, step_size=0.893, tol=0.000252]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1861.13it/s, iter=781, step_size=0.893, tol=0.000251]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1859.62it/s, iter=781, step_size=0.893, tol=0.000251]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1859.10it/s, iter=782, step_size=0.893, tol=0.00025]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1856.99it/s, iter=782, step_size=0.893, tol=0.00025]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1855.85it/s, iter=783, step_size=0.893, tol=0.000249]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1852.82it/s, iter=783, step_size=0.893, tol=0.000249]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1851.89it/s, iter=784, step_size=0.893, tol=0.000248]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1850.19it/s, iter=784, step_size=0.893, tol=0.000248]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1849.66it/s, iter=785, step_size=0.893, tol=0.000247]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1848.04it/s, iter=785, step_size=0.893, tol=0.000247]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1847.54it/s, iter=786, step_size=0.893, tol=0.000246]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1845.56it/s, iter=786, step_size=0.893, tol=0.000246]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1845.05it/s, iter=787, step_size=0.893, tol=0.000245]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1843.57it/s, iter=787, step_size=0.893, tol=0.000245]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1843.07it/s, iter=788, step_size=0.893, tol=0.000244]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1841.58it/s, iter=788, step_size=0.893, tol=0.000244]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1841.08it/s, iter=789, step_size=0.893, tol=0.000242]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1839.60it/s, iter=789, step_size=0.893, tol=0.000242]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1839.10it/s, iter=790, step_size=0.893, tol=0.000241]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1837.63it/s, iter=790, step_size=0.893, tol=0.000241]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1837.13it/s, iter=791, step_size=0.893, tol=0.00024]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1835.65it/s, iter=791, step_size=0.893, tol=0.00024]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1835.16it/s, iter=792, step_size=0.893, tol=0.000239]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1832.20it/s, iter=792, step_size=0.893, tol=0.000239]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1831.66it/s, iter=793, step_size=0.893, tol=0.000238]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1830.11it/s, iter=793, step_size=0.893, tol=0.000238]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1829.59it/s, iter=794, step_size=0.893, tol=0.000237]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1828.05it/s, iter=794, step_size=0.893, tol=0.000237]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1827.52it/s, iter=795, step_size=0.893, tol=0.000236]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1825.18it/s, iter=795, step_size=0.893, tol=0.000236]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1824.02it/s, iter=796, step_size=0.893, tol=0.000235]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1822.18it/s, iter=796, step_size=0.893, tol=0.000235]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1821.66it/s, iter=797, step_size=0.893, tol=0.000234]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1820.11it/s, iter=797, step_size=0.893, tol=0.000234]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1819.62it/s, iter=798, step_size=0.893, tol=0.000233]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1818.16it/s, iter=798, step_size=0.893, tol=0.000233]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1817.67it/s, iter=799, step_size=0.893, tol=0.000232]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1816.23it/s, iter=799, step_size=0.893, tol=0.000232]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1815.75it/s, iter=800, step_size=0.893, tol=0.000231]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1814.31it/s, iter=800, step_size=0.893, tol=0.000231]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1813.82it/s, iter=801, step_size=0.893, tol=0.00023]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1812.39it/s, iter=801, step_size=0.893, tol=0.00023]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1811.91it/s, iter=802, step_size=0.893, tol=0.000229]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1810.48it/s, iter=802, step_size=0.893, tol=0.000229]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1810.00it/s, iter=803, step_size=0.893, tol=0.000228]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1808.57it/s, iter=803, step_size=0.893, tol=0.000228]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1808.09it/s, iter=804, step_size=0.893, tol=0.000227]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1806.41it/s, iter=804, step_size=0.893, tol=0.000227]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1805.93it/s, iter=805, step_size=0.893, tol=0.000226]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1804.50it/s, iter=805, step_size=0.893, tol=0.000226]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1804.02it/s, iter=806, step_size=0.893, tol=0.000225]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1802.60it/s, iter=806, step_size=0.893, tol=0.000225]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1802.12it/s, iter=807, step_size=0.893, tol=0.000224]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1800.71it/s, iter=807, step_size=0.893, tol=0.000224]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1800.24it/s, iter=808, step_size=0.893, tol=0.000223]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1798.82it/s, iter=808, step_size=0.893, tol=0.000223]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1798.35it/s, iter=809, step_size=0.893, tol=0.000222]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1796.93it/s, iter=809, step_size=0.893, tol=0.000222]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1796.31it/s, iter=810, step_size=0.893, tol=0.000221]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1794.63it/s, iter=810, step_size=0.893, tol=0.000221]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1793.27it/s, iter=811, step_size=0.893, tol=0.00022]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1791.13it/s, iter=811, step_size=0.893, tol=0.00022]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1790.61it/s, iter=812, step_size=0.893, tol=0.000219]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1789.05it/s, iter=812, step_size=0.893, tol=0.000219]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1788.53it/s, iter=813, step_size=0.893, tol=0.000218]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1786.55it/s, iter=813, step_size=0.893, tol=0.000218]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1786.03it/s, iter=814, step_size=0.893, tol=0.000218]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1784.49it/s, iter=814, step_size=0.893, tol=0.000218]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1783.97it/s, iter=815, step_size=0.893, tol=0.000217]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1782.37it/s, iter=815, step_size=0.893, tol=0.000217]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1781.85it/s, iter=816, step_size=0.893, tol=0.000216]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1780.31it/s, iter=816, step_size=0.893, tol=0.000216]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1779.80it/s, iter=817, step_size=0.893, tol=0.000215]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1778.26it/s, iter=817, step_size=0.893, tol=0.000215]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1777.74it/s, iter=818, step_size=0.893, tol=0.000214]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1776.21it/s, iter=818, step_size=0.893, tol=0.000214]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1775.70it/s, iter=819, step_size=0.893, tol=0.000213]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1772.60it/s, iter=819, step_size=0.893, tol=0.000213]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1771.72it/s, iter=820, step_size=0.893, tol=0.000212]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1769.25it/s, iter=820, step_size=0.893, tol=0.000212]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1768.78it/s, iter=821, step_size=0.893, tol=0.000211]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1767.04it/s, iter=821, step_size=0.893, tol=0.000211]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1766.57it/s, iter=822, step_size=0.893, tol=0.00021]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1765.18it/s, iter=822, step_size=0.893, tol=0.00021]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1764.72it/s, iter=823, step_size=0.893, tol=0.000209]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1763.33it/s, iter=823, step_size=0.893, tol=0.000209]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1762.87it/s, iter=824, step_size=0.893, tol=0.000208]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1761.49it/s, iter=824, step_size=0.893, tol=0.000208]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1761.02it/s, iter=825, step_size=0.893, tol=0.000207]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1759.65it/s, iter=825, step_size=0.893, tol=0.000207]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1759.19it/s, iter=826, step_size=0.893, tol=0.000206]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1757.81it/s, iter=826, step_size=0.893, tol=0.000206]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1757.35it/s, iter=827, step_size=0.893, tol=0.000206]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1754.67it/s, iter=827, step_size=0.893, tol=0.000206]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1754.19it/s, iter=828, step_size=0.893, tol=0.000205]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1752.80it/s, iter=828, step_size=0.893, tol=0.000205]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1752.33it/s, iter=829, step_size=0.893, tol=0.000204]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1750.96it/s, iter=829, step_size=0.893, tol=0.000204]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1750.50it/s, iter=830, step_size=0.893, tol=0.000203]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1748.71it/s, iter=830, step_size=0.893, tol=0.000203]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1748.25it/s, iter=831, step_size=0.893, tol=0.000202]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1746.90it/s, iter=831, step_size=0.893, tol=0.000202]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1746.44it/s, iter=832, step_size=0.893, tol=0.000201]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1744.32it/s, iter=832, step_size=0.893, tol=0.000201]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1742.88it/s, iter=833, step_size=0.893, tol=0.0002]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1740.94it/s, iter=833, step_size=0.893, tol=0.0002]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1740.24it/s, iter=834, step_size=0.893, tol=0.000199]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1738.92it/s, iter=834, step_size=0.893, tol=0.000199]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1738.47it/s, iter=835, step_size=0.893, tol=0.000199]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1737.15it/s, iter=835, step_size=0.893, tol=0.000199]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1736.71it/s, iter=836, step_size=0.893, tol=0.000198]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1735.40it/s, iter=836, step_size=0.893, tol=0.000198]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1734.95it/s, iter=837, step_size=0.893, tol=0.000197]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1733.63it/s, iter=837, step_size=0.893, tol=0.000197]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1733.18it/s, iter=838, step_size=0.893, tol=0.000196]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1731.86it/s, iter=838, step_size=0.893, tol=0.000196]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1731.43it/s, iter=839, step_size=0.893, tol=0.000195]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1729.67it/s, iter=839, step_size=0.893, tol=0.000195]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1729.23it/s, iter=840, step_size=0.893, tol=0.000194]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1727.92it/s, iter=840, step_size=0.893, tol=0.000194]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1727.49it/s, iter=841, step_size=0.893, tol=0.000193]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1726.20it/s, iter=841, step_size=0.893, tol=0.000193]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1725.76it/s, iter=842, step_size=0.893, tol=0.000193]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1724.45it/s, iter=842, step_size=0.893, tol=0.000193]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1724.01it/s, iter=843, step_size=0.893, tol=0.000192]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1722.72it/s, iter=843, step_size=0.893, tol=0.000192]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1722.28it/s, iter=844, step_size=0.893, tol=0.000191]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1720.99it/s, iter=844, step_size=0.893, tol=0.000191]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1720.55it/s, iter=845, step_size=0.893, tol=0.00019]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1717.95it/s, iter=845, step_size=0.893, tol=0.00019]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1717.43it/s, iter=846, step_size=0.893, tol=0.000189]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1716.12it/s, iter=846, step_size=0.893, tol=0.000189]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1715.68it/s, iter=847, step_size=0.893, tol=0.000189]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1714.38it/s, iter=847, step_size=0.893, tol=0.000189]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1713.91it/s, iter=848, step_size=0.893, tol=0.000188]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1712.21it/s, iter=848, step_size=0.893, tol=0.000188]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1711.77it/s, iter=849, step_size=0.893, tol=0.000187]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1710.49it/s, iter=849, step_size=0.893, tol=0.000187]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1710.06it/s, iter=850, step_size=0.893, tol=0.000186]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1708.72it/s, iter=850, step_size=0.893, tol=0.000186]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1708.29it/s, iter=851, step_size=0.893, tol=0.000185]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1707.00it/s, iter=851, step_size=0.893, tol=0.000185]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1706.57it/s, iter=852, step_size=0.893, tol=0.000184]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1705.28it/s, iter=852, step_size=0.893, tol=0.000184]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1704.86it/s, iter=853, step_size=0.893, tol=0.000184]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1703.53it/s, iter=853, step_size=0.893, tol=0.000184]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1703.03it/s, iter=854, step_size=0.893, tol=0.000183]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1701.77it/s, iter=854, step_size=0.893, tol=0.000183]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1701.34it/s, iter=855, step_size=0.893, tol=0.000182]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1700.08it/s, iter=855, step_size=0.893, tol=0.000182]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1699.65it/s, iter=856, step_size=0.893, tol=0.000181]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1697.85it/s, iter=856, step_size=0.893, tol=0.000181]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1696.90it/s, iter=857, step_size=0.893, tol=0.000181]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1694.35it/s, iter=857, step_size=0.893, tol=0.000181]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1693.58it/s, iter=858, step_size=0.893, tol=0.00018]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1692.33it/s, iter=858, step_size=0.893, tol=0.00018]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1691.91it/s, iter=859, step_size=0.893, tol=0.000179]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1690.66it/s, iter=859, step_size=0.893, tol=0.000179]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1690.24it/s, iter=860, step_size=0.893, tol=0.000178]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1688.86it/s, iter=860, step_size=0.893, tol=0.000178]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1688.44it/s, iter=861, step_size=0.893, tol=0.000177]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1687.19it/s, iter=861, step_size=0.893, tol=0.000177]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1686.77it/s, iter=862, step_size=0.893, tol=0.000177]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1685.54it/s, iter=862, step_size=0.893, tol=0.000177]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1684.92it/s, iter=863, step_size=0.893, tol=0.000176]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1682.79it/s, iter=863, step_size=0.893, tol=0.000176]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1682.29it/s, iter=864, step_size=0.893, tol=0.000175]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1680.96it/s, iter=864, step_size=0.893, tol=0.000175]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1680.55it/s, iter=865, step_size=0.893, tol=0.000174]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1679.28it/s, iter=865, step_size=0.893, tol=0.000174]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1678.86it/s, iter=866, step_size=0.893, tol=0.000174]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1677.20it/s, iter=866, step_size=0.893, tol=0.000174]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1676.79it/s, iter=867, step_size=0.893, tol=0.000173]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1675.56it/s, iter=867, step_size=0.893, tol=0.000173]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1675.15it/s, iter=868, step_size=0.893, tol=0.000172]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1673.87it/s, iter=868, step_size=0.893, tol=0.000172]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1673.45it/s, iter=869, step_size=0.893, tol=0.000171]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1672.08it/s, iter=869, step_size=0.893, tol=0.000171]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1671.40it/s, iter=870, step_size=0.893, tol=0.000171]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1669.31it/s, iter=870, step_size=0.893, tol=0.000171]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1668.90it/s, iter=871, step_size=0.893, tol=0.00017]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1667.69it/s, iter=871, step_size=0.893, tol=0.00017]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1667.27it/s, iter=872, step_size=0.893, tol=0.000169]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1666.05it/s, iter=872, step_size=0.893, tol=0.000169]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1665.64it/s, iter=873, step_size=0.893, tol=0.000168]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1664.38it/s, iter=873, step_size=0.893, tol=0.000168]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1663.97it/s, iter=874, step_size=0.893, tol=0.000168]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1662.75it/s, iter=874, step_size=0.893, tol=0.000168]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1662.35it/s, iter=875, step_size=0.893, tol=0.000167]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1660.72it/s, iter=875, step_size=0.893, tol=0.000167]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1660.30it/s, iter=876, step_size=0.893, tol=0.000166]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1659.10it/s, iter=876, step_size=0.893, tol=0.000166]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1658.70it/s, iter=877, step_size=0.893, tol=0.000166]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1657.51it/s, iter=877, step_size=0.893, tol=0.000166]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1657.10it/s, iter=878, step_size=0.893, tol=0.000165]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1655.91it/s, iter=878, step_size=0.893, tol=0.000165]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1655.51it/s, iter=879, step_size=0.893, tol=0.000164]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1654.32it/s, iter=879, step_size=0.893, tol=0.000164]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1653.93it/s, iter=880, step_size=0.893, tol=0.000163]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1652.73it/s, iter=880, step_size=0.893, tol=0.000163]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1652.33it/s, iter=881, step_size=0.893, tol=0.000163]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1650.47it/s, iter=881, step_size=0.893, tol=0.000163]
PGD: 13%|#3 | 661/5000 [00:00<00:02, 1649.63it/s, iter=882, step_size=0.893, tol=0.000162]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2203.10it/s, iter=882, step_size=0.893, tol=0.000162]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2201.51it/s, iter=882, step_size=0.893, tol=0.000162]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2200.97it/s, iter=883, step_size=0.893, tol=0.000161]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2199.38it/s, iter=883, step_size=0.893, tol=0.000161]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2198.84it/s, iter=884, step_size=0.893, tol=0.000161]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2196.51it/s, iter=884, step_size=0.893, tol=0.000161]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2195.97it/s, iter=885, step_size=0.893, tol=0.00016]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2194.40it/s, iter=885, step_size=0.893, tol=0.00016]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2193.86it/s, iter=886, step_size=0.893, tol=0.000159]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2192.08it/s, iter=886, step_size=0.893, tol=0.000159]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2191.54it/s, iter=887, step_size=0.893, tol=0.000159]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2189.97it/s, iter=887, step_size=0.893, tol=0.000159]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2189.43it/s, iter=888, step_size=0.893, tol=0.000158]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2187.86it/s, iter=888, step_size=0.893, tol=0.000158]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2187.33it/s, iter=889, step_size=0.893, tol=0.000157]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2185.77it/s, iter=889, step_size=0.893, tol=0.000157]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2185.24it/s, iter=890, step_size=0.893, tol=0.000157]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2183.69it/s, iter=890, step_size=0.893, tol=0.000157]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2183.16it/s, iter=891, step_size=0.893, tol=0.000156]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2181.60it/s, iter=891, step_size=0.893, tol=0.000156]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2181.08it/s, iter=892, step_size=0.893, tol=0.000155]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2179.52it/s, iter=892, step_size=0.893, tol=0.000155]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2179.00it/s, iter=893, step_size=0.893, tol=0.000155]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2177.45it/s, iter=893, step_size=0.893, tol=0.000155]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2176.93it/s, iter=894, step_size=0.893, tol=0.000154]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2173.41it/s, iter=894, step_size=0.893, tol=0.000154]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2172.50it/s, iter=895, step_size=0.893, tol=0.000153]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2169.97it/s, iter=895, step_size=0.893, tol=0.000153]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2169.42it/s, iter=896, step_size=0.893, tol=0.000153]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2167.81it/s, iter=896, step_size=0.893, tol=0.000153]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2167.20it/s, iter=897, step_size=0.893, tol=0.000152]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2165.68it/s, iter=897, step_size=0.893, tol=0.000152]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2165.16it/s, iter=898, step_size=0.893, tol=0.000151]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2163.63it/s, iter=898, step_size=0.893, tol=0.000151]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2163.11it/s, iter=899, step_size=0.893, tol=0.000151]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2159.98it/s, iter=899, step_size=0.893, tol=0.000151]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2159.34it/s, iter=900, step_size=0.893, tol=0.00015]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2157.46it/s, iter=900, step_size=0.893, tol=0.00015]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2156.84it/s, iter=901, step_size=0.893, tol=0.000149]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2154.94it/s, iter=901, step_size=0.893, tol=0.000149]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2153.86it/s, iter=902, step_size=0.893, tol=0.000149]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2151.98it/s, iter=902, step_size=0.893, tol=0.000149]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2151.36it/s, iter=903, step_size=0.893, tol=0.000148]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2149.46it/s, iter=903, step_size=0.893, tol=0.000148]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2148.83it/s, iter=904, step_size=0.893, tol=0.000147]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2146.98it/s, iter=904, step_size=0.893, tol=0.000147]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2146.37it/s, iter=905, step_size=0.893, tol=0.000147]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2144.53it/s, iter=905, step_size=0.893, tol=0.000147]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2143.92it/s, iter=906, step_size=0.893, tol=0.000146]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2142.07it/s, iter=906, step_size=0.893, tol=0.000146]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2141.04it/s, iter=907, step_size=0.893, tol=0.000146]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2139.01it/s, iter=907, step_size=0.893, tol=0.000146]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2138.38it/s, iter=908, step_size=0.893, tol=0.000145]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2136.56it/s, iter=908, step_size=0.893, tol=0.000145]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2135.94it/s, iter=909, step_size=0.893, tol=0.000144]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2134.15it/s, iter=909, step_size=0.893, tol=0.000144]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2133.19it/s, iter=910, step_size=0.893, tol=0.000144]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2131.53it/s, iter=910, step_size=0.893, tol=0.000144]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2130.98it/s, iter=911, step_size=0.893, tol=0.000143]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2129.33it/s, iter=911, step_size=0.893, tol=0.000143]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2128.77it/s, iter=912, step_size=0.893, tol=0.000142]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2127.14it/s, iter=912, step_size=0.893, tol=0.000142]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2126.58it/s, iter=913, step_size=0.893, tol=0.000142]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2124.95it/s, iter=913, step_size=0.893, tol=0.000142]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2124.40it/s, iter=914, step_size=0.893, tol=0.000141]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2122.77it/s, iter=914, step_size=0.893, tol=0.000141]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2122.22it/s, iter=915, step_size=0.893, tol=0.000141]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2119.35it/s, iter=915, step_size=0.893, tol=0.000141]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2118.61it/s, iter=916, step_size=0.893, tol=0.00014]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2116.97it/s, iter=916, step_size=0.893, tol=0.00014]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2116.42it/s, iter=917, step_size=0.893, tol=0.000139]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2114.79it/s, iter=917, step_size=0.893, tol=0.000139]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2114.21it/s, iter=918, step_size=0.893, tol=0.000139]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2112.13it/s, iter=918, step_size=0.893, tol=0.000139]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2111.58it/s, iter=919, step_size=0.893, tol=0.000138]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2109.97it/s, iter=919, step_size=0.893, tol=0.000138]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2109.40it/s, iter=920, step_size=0.893, tol=0.000138]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2107.88it/s, iter=920, step_size=0.893, tol=0.000138]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2107.38it/s, iter=921, step_size=0.893, tol=0.000137]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2105.88it/s, iter=921, step_size=0.893, tol=0.000137]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2105.39it/s, iter=922, step_size=0.893, tol=0.000136]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2103.90it/s, iter=922, step_size=0.893, tol=0.000136]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2103.41it/s, iter=923, step_size=0.893, tol=0.000136]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2101.93it/s, iter=923, step_size=0.893, tol=0.000136]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2101.44it/s, iter=924, step_size=0.893, tol=0.000135]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2099.96it/s, iter=924, step_size=0.893, tol=0.000135]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2099.46it/s, iter=925, step_size=0.893, tol=0.000135]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2098.00it/s, iter=925, step_size=0.893, tol=0.000135]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2097.50it/s, iter=926, step_size=0.893, tol=0.000134]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2096.04it/s, iter=926, step_size=0.893, tol=0.000134]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2095.55it/s, iter=927, step_size=0.893, tol=0.000134]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2094.10it/s, iter=927, step_size=0.893, tol=0.000134]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2093.61it/s, iter=928, step_size=0.893, tol=0.000133]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2091.74it/s, iter=928, step_size=0.893, tol=0.000133]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2091.25it/s, iter=929, step_size=0.893, tol=0.000132]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2089.28it/s, iter=929, step_size=0.893, tol=0.000132]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2087.92it/s, iter=930, step_size=0.893, tol=0.000132]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2085.17it/s, iter=930, step_size=0.893, tol=0.000132]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2084.12it/s, iter=931, step_size=0.893, tol=0.000131]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2082.62it/s, iter=931, step_size=0.893, tol=0.000131]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2082.15it/s, iter=932, step_size=0.893, tol=0.000131]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2079.53it/s, iter=932, step_size=0.893, tol=0.000131]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2078.89it/s, iter=933, step_size=0.893, tol=0.00013]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2077.47it/s, iter=933, step_size=0.893, tol=0.00013]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2077.00it/s, iter=934, step_size=0.893, tol=0.00013]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2075.59it/s, iter=934, step_size=0.893, tol=0.00013]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2075.11it/s, iter=935, step_size=0.893, tol=0.000129]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2073.34it/s, iter=935, step_size=0.893, tol=0.000129]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2072.69it/s, iter=936, step_size=0.893, tol=0.000128]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2071.28it/s, iter=936, step_size=0.893, tol=0.000128]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2070.80it/s, iter=937, step_size=0.893, tol=0.000128]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2069.37it/s, iter=937, step_size=0.893, tol=0.000128]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2068.89it/s, iter=938, step_size=0.893, tol=0.000127]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2067.48it/s, iter=938, step_size=0.893, tol=0.000127]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2067.01it/s, iter=939, step_size=0.893, tol=0.000127]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2065.61it/s, iter=939, step_size=0.893, tol=0.000127]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2065.14it/s, iter=940, step_size=0.893, tol=0.000126]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2063.75it/s, iter=940, step_size=0.893, tol=0.000126]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2063.28it/s, iter=941, step_size=0.893, tol=0.000126]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2061.89it/s, iter=941, step_size=0.893, tol=0.000126]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2061.42it/s, iter=942, step_size=0.893, tol=0.000125]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2059.71it/s, iter=942, step_size=0.893, tol=0.000125]
PGD: 18%|#7 | 883/5000 [00:00<00:01, 2059.03it/s, iter=943, step_size=0.893, tol=0.000125]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2056.70it/s, iter=943, step_size=0.893, tol=0.000125]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2056.24it/s, iter=944, step_size=0.893, tol=0.000124]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2054.86it/s, iter=944, step_size=0.893, tol=0.000124]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2054.12it/s, iter=945, step_size=0.893, tol=0.000124]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2052.57it/s, iter=945, step_size=0.893, tol=0.000124]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2052.11it/s, iter=946, step_size=0.893, tol=0.000123]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2050.73it/s, iter=946, step_size=0.893, tol=0.000123]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2050.27it/s, iter=947, step_size=0.893, tol=0.000123]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2048.89it/s, iter=947, step_size=0.893, tol=0.000123]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2048.43it/s, iter=948, step_size=0.893, tol=0.000122]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2047.05it/s, iter=948, step_size=0.893, tol=0.000122]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2046.59it/s, iter=949, step_size=0.893, tol=0.000121]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2045.23it/s, iter=949, step_size=0.893, tol=0.000121]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2044.77it/s, iter=950, step_size=0.893, tol=0.000121]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2043.41it/s, iter=950, step_size=0.893, tol=0.000121]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2042.95it/s, iter=951, step_size=0.893, tol=0.00012]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2040.09it/s, iter=951, step_size=0.893, tol=0.00012]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2039.62it/s, iter=952, step_size=0.893, tol=0.00012]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2038.25it/s, iter=952, step_size=0.893, tol=0.00012]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2037.80it/s, iter=953, step_size=0.893, tol=0.000119]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2036.44it/s, iter=953, step_size=0.893, tol=0.000119]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2035.95it/s, iter=954, step_size=0.893, tol=0.000119]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2034.17it/s, iter=954, step_size=0.893, tol=0.000119]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2033.71it/s, iter=955, step_size=0.893, tol=0.000118]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2032.36it/s, iter=955, step_size=0.893, tol=0.000118]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2031.91it/s, iter=956, step_size=0.893, tol=0.000118]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2030.50it/s, iter=956, step_size=0.893, tol=0.000118]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2030.04it/s, iter=957, step_size=0.893, tol=0.000117]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2028.69it/s, iter=957, step_size=0.893, tol=0.000117]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2028.24it/s, iter=958, step_size=0.893, tol=0.000117]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2026.88it/s, iter=958, step_size=0.893, tol=0.000117]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2026.43it/s, iter=959, step_size=0.893, tol=0.000116]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2024.93it/s, iter=959, step_size=0.893, tol=0.000116]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2024.48it/s, iter=960, step_size=0.893, tol=0.000116]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2023.14it/s, iter=960, step_size=0.893, tol=0.000116]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2022.69it/s, iter=961, step_size=0.893, tol=0.000115]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2021.37it/s, iter=961, step_size=0.893, tol=0.000115]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2020.92it/s, iter=962, step_size=0.893, tol=0.000115]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2019.58it/s, iter=962, step_size=0.893, tol=0.000115]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2019.14it/s, iter=963, step_size=0.893, tol=0.000114]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2017.68it/s, iter=963, step_size=0.893, tol=0.000114]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2017.23it/s, iter=964, step_size=0.893, tol=0.000114]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2015.62it/s, iter=964, step_size=0.893, tol=0.000114]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2015.18it/s, iter=965, step_size=0.893, tol=0.000113]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2013.86it/s, iter=965, step_size=0.893, tol=0.000113]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2013.41it/s, iter=966, step_size=0.893, tol=0.000113]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2012.09it/s, iter=966, step_size=0.893, tol=0.000113]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2011.64it/s, iter=967, step_size=0.893, tol=0.000112]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2009.17it/s, iter=967, step_size=0.893, tol=0.000112]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2008.23it/s, iter=968, step_size=0.893, tol=0.000112]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2005.32it/s, iter=968, step_size=0.893, tol=0.000112]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2004.35it/s, iter=969, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2002.70it/s, iter=969, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2002.25it/s, iter=970, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2000.93it/s, iter=970, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 2000.49it/s, iter=971, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1999.15it/s, iter=971, step_size=0.893, tol=0.000111]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1998.53it/s, iter=972, step_size=0.893, tol=0.00011]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1996.99it/s, iter=972, step_size=0.893, tol=0.00011]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1996.55it/s, iter=973, step_size=0.893, tol=0.00011]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1995.25it/s, iter=973, step_size=0.893, tol=0.00011]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1994.80it/s, iter=974, step_size=0.893, tol=0.000109]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1993.45it/s, iter=974, step_size=0.893, tol=0.000109]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1993.01it/s, iter=975, step_size=0.893, tol=0.000109]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1991.70it/s, iter=975, step_size=0.893, tol=0.000109]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1991.27it/s, iter=976, step_size=0.893, tol=0.000108]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1989.96it/s, iter=976, step_size=0.893, tol=0.000108]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1989.53it/s, iter=977, step_size=0.893, tol=0.000108]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1988.25it/s, iter=977, step_size=0.893, tol=0.000108]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1987.82it/s, iter=978, step_size=0.893, tol=0.000107]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1986.53it/s, iter=978, step_size=0.893, tol=0.000107]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1986.09it/s, iter=979, step_size=0.893, tol=0.000107]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1984.81it/s, iter=979, step_size=0.893, tol=0.000107]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1984.37it/s, iter=980, step_size=0.893, tol=0.000106]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1982.94it/s, iter=980, step_size=0.893, tol=0.000106]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1982.31it/s, iter=981, step_size=0.893, tol=0.000106]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1979.86it/s, iter=981, step_size=0.893, tol=0.000106]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1979.43it/s, iter=982, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1978.16it/s, iter=982, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1977.73it/s, iter=983, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1976.46it/s, iter=983, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1976.04it/s, iter=984, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1974.77it/s, iter=984, step_size=0.893, tol=0.000105]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1974.34it/s, iter=985, step_size=0.893, tol=0.000104]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1973.09it/s, iter=985, step_size=0.893, tol=0.000104]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1972.66it/s, iter=986, step_size=0.893, tol=0.000104]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1971.40it/s, iter=986, step_size=0.893, tol=0.000104]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1970.97it/s, iter=987, step_size=0.893, tol=0.000103]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1969.22it/s, iter=987, step_size=0.893, tol=0.000103]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1968.03it/s, iter=988, step_size=0.893, tol=0.000103]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1966.33it/s, iter=988, step_size=0.893, tol=0.000103]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1965.85it/s, iter=989, step_size=0.893, tol=0.000102]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1964.39it/s, iter=989, step_size=0.893, tol=0.000102]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1963.91it/s, iter=990, step_size=0.893, tol=0.000102]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1962.18it/s, iter=990, step_size=0.893, tol=0.000102]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1961.70it/s, iter=991, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1960.30it/s, iter=991, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1959.83it/s, iter=992, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1958.38it/s, iter=992, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1957.91it/s, iter=993, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1956.52it/s, iter=993, step_size=0.893, tol=0.000101]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1956.06it/s, iter=994, step_size=0.893, tol=0.0001]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1954.68it/s, iter=994, step_size=0.893, tol=0.0001]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1954.19it/s, iter=995, step_size=0.893, tol=9.97e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1952.81it/s, iter=995, step_size=0.893, tol=9.97e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1952.34it/s, iter=996, step_size=0.893, tol=9.93e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1950.96it/s, iter=996, step_size=0.893, tol=9.93e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1950.49it/s, iter=997, step_size=0.893, tol=9.89e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1949.12it/s, iter=997, step_size=0.893, tol=9.89e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1948.65it/s, iter=998, step_size=0.893, tol=9.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1947.28it/s, iter=998, step_size=0.893, tol=9.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1946.77it/s, iter=999, step_size=0.893, tol=9.8e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1945.30it/s, iter=999, step_size=0.893, tol=9.8e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1944.87it/s, iter=1e+03, step_size=0.893, tol=9.76e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1943.60it/s, iter=1e+03, step_size=0.893, tol=9.76e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1943.16it/s, iter=1e+03, step_size=0.893, tol=9.72e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1941.90it/s, iter=1e+03, step_size=0.893, tol=9.72e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1941.47it/s, iter=1e+03, step_size=0.893, tol=9.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1940.21it/s, iter=1e+03, step_size=0.893, tol=9.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1939.78it/s, iter=1e+03, step_size=0.893, tol=9.64e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1938.53it/s, iter=1e+03, step_size=0.893, tol=9.64e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1938.10it/s, iter=1e+03, step_size=0.893, tol=9.6e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1936.07it/s, iter=1e+03, step_size=0.893, tol=9.6e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1935.20it/s, iter=1.00e+03, step_size=0.893, tol=9.56e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1932.71it/s, iter=1.00e+03, step_size=0.893, tol=9.56e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1932.28it/s, iter=1.01e+03, step_size=0.893, tol=9.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1931.05it/s, iter=1.01e+03, step_size=0.893, tol=9.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1930.62it/s, iter=1.01e+03, step_size=0.893, tol=9.47e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1929.38it/s, iter=1.01e+03, step_size=0.893, tol=9.47e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1928.96it/s, iter=1.01e+03, step_size=0.893, tol=9.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1927.39it/s, iter=1.01e+03, step_size=0.893, tol=9.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1926.93it/s, iter=1.01e+03, step_size=0.893, tol=9.39e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1925.69it/s, iter=1.01e+03, step_size=0.893, tol=9.39e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1925.21it/s, iter=1.01e+03, step_size=0.893, tol=9.35e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1924.01it/s, iter=1.01e+03, step_size=0.893, tol=9.35e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1923.59it/s, iter=1.01e+03, step_size=0.893, tol=9.31e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1922.38it/s, iter=1.01e+03, step_size=0.893, tol=9.31e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1921.97it/s, iter=1.01e+03, step_size=0.893, tol=9.27e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1920.76it/s, iter=1.01e+03, step_size=0.893, tol=9.27e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1920.36it/s, iter=1.01e+03, step_size=0.893, tol=9.23e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1919.15it/s, iter=1.01e+03, step_size=0.893, tol=9.23e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1918.74it/s, iter=1.01e+03, step_size=0.893, tol=9.19e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1917.53it/s, iter=1.01e+03, step_size=0.893, tol=9.19e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1917.11it/s, iter=1.02e+03, step_size=0.893, tol=9.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1915.79it/s, iter=1.02e+03, step_size=0.893, tol=9.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1915.37it/s, iter=1.02e+03, step_size=0.893, tol=9.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1914.16it/s, iter=1.02e+03, step_size=0.893, tol=9.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1913.75it/s, iter=1.02e+03, step_size=0.893, tol=9.08e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1912.55it/s, iter=1.02e+03, step_size=0.893, tol=9.08e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1912.06it/s, iter=1.02e+03, step_size=0.893, tol=9.04e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1910.30it/s, iter=1.02e+03, step_size=0.893, tol=9.04e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1909.26it/s, iter=1.02e+03, step_size=0.893, tol=9e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1907.86it/s, iter=1.02e+03, step_size=0.893, tol=9e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1907.45it/s, iter=1.02e+03, step_size=0.893, tol=8.96e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1906.08it/s, iter=1.02e+03, step_size=0.893, tol=8.96e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1905.67it/s, iter=1.02e+03, step_size=0.893, tol=8.92e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1904.48it/s, iter=1.02e+03, step_size=0.893, tol=8.92e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1904.08it/s, iter=1.02e+03, step_size=0.893, tol=8.89e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1902.89it/s, iter=1.02e+03, step_size=0.893, tol=8.89e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1902.49it/s, iter=1.02e+03, step_size=0.893, tol=8.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1899.97it/s, iter=1.02e+03, step_size=0.893, tol=8.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1899.36it/s, iter=1.02e+03, step_size=0.893, tol=8.81e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1898.10it/s, iter=1.02e+03, step_size=0.893, tol=8.81e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1897.67it/s, iter=1.02e+03, step_size=0.893, tol=8.77e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1896.41it/s, iter=1.02e+03, step_size=0.893, tol=8.77e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1895.98it/s, iter=1.03e+03, step_size=0.893, tol=8.73e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1894.50it/s, iter=1.03e+03, step_size=0.893, tol=8.73e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1894.09it/s, iter=1.03e+03, step_size=0.893, tol=8.7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1892.92it/s, iter=1.03e+03, step_size=0.893, tol=8.7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1892.51it/s, iter=1.03e+03, step_size=0.893, tol=8.66e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1891.28it/s, iter=1.03e+03, step_size=0.893, tol=8.66e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1890.88it/s, iter=1.03e+03, step_size=0.893, tol=8.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1889.70it/s, iter=1.03e+03, step_size=0.893, tol=8.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1889.29it/s, iter=1.03e+03, step_size=0.893, tol=8.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1888.13it/s, iter=1.03e+03, step_size=0.893, tol=8.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1887.73it/s, iter=1.03e+03, step_size=0.893, tol=8.55e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1886.57it/s, iter=1.03e+03, step_size=0.893, tol=8.55e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1886.16it/s, iter=1.03e+03, step_size=0.893, tol=8.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1885.01it/s, iter=1.03e+03, step_size=0.893, tol=8.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1884.61it/s, iter=1.03e+03, step_size=0.893, tol=8.48e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1883.45it/s, iter=1.03e+03, step_size=0.893, tol=8.48e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1883.05it/s, iter=1.03e+03, step_size=0.893, tol=8.44e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1881.90it/s, iter=1.03e+03, step_size=0.893, tol=8.44e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1881.50it/s, iter=1.04e+03, step_size=0.893, tol=8.41e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1880.34it/s, iter=1.04e+03, step_size=0.893, tol=8.41e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1879.95it/s, iter=1.04e+03, step_size=0.893, tol=8.37e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1878.48it/s, iter=1.04e+03, step_size=0.893, tol=8.37e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1878.08it/s, iter=1.04e+03, step_size=0.893, tol=8.33e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1876.92it/s, iter=1.04e+03, step_size=0.893, tol=8.33e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1876.52it/s, iter=1.04e+03, step_size=0.893, tol=8.3e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1875.36it/s, iter=1.04e+03, step_size=0.893, tol=8.3e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1874.97it/s, iter=1.04e+03, step_size=0.893, tol=8.26e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1873.81it/s, iter=1.04e+03, step_size=0.893, tol=8.26e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1873.42it/s, iter=1.04e+03, step_size=0.893, tol=8.23e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1872.26it/s, iter=1.04e+03, step_size=0.893, tol=8.23e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1871.87it/s, iter=1.04e+03, step_size=0.893, tol=8.19e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1870.72it/s, iter=1.04e+03, step_size=0.893, tol=8.19e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1870.32it/s, iter=1.04e+03, step_size=0.893, tol=8.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1868.60it/s, iter=1.04e+03, step_size=0.893, tol=8.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1867.72it/s, iter=1.04e+03, step_size=0.893, tol=8.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1865.22it/s, iter=1.04e+03, step_size=0.893, tol=8.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1864.52it/s, iter=1.04e+03, step_size=0.893, tol=8.09e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1862.84it/s, iter=1.04e+03, step_size=0.893, tol=8.09e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1862.41it/s, iter=1.04e+03, step_size=0.893, tol=8.05e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1861.17it/s, iter=1.04e+03, step_size=0.893, tol=8.05e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1860.74it/s, iter=1.05e+03, step_size=0.893, tol=8.02e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1859.48it/s, iter=1.05e+03, step_size=0.893, tol=8.02e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1859.05it/s, iter=1.05e+03, step_size=0.893, tol=7.99e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1857.80it/s, iter=1.05e+03, step_size=0.893, tol=7.99e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1857.38it/s, iter=1.05e+03, step_size=0.893, tol=7.95e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1856.13it/s, iter=1.05e+03, step_size=0.893, tol=7.95e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1855.71it/s, iter=1.05e+03, step_size=0.893, tol=7.92e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1854.47it/s, iter=1.05e+03, step_size=0.893, tol=7.92e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1854.05it/s, iter=1.05e+03, step_size=0.893, tol=7.88e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1852.81it/s, iter=1.05e+03, step_size=0.893, tol=7.88e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1852.39it/s, iter=1.05e+03, step_size=0.893, tol=7.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1851.15it/s, iter=1.05e+03, step_size=0.893, tol=7.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1850.73it/s, iter=1.05e+03, step_size=0.893, tol=7.82e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1849.49it/s, iter=1.05e+03, step_size=0.893, tol=7.82e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1849.06it/s, iter=1.05e+03, step_size=0.893, tol=7.78e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1847.59it/s, iter=1.05e+03, step_size=0.893, tol=7.78e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1847.17it/s, iter=1.05e+03, step_size=0.893, tol=7.75e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1845.93it/s, iter=1.05e+03, step_size=0.893, tol=7.75e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1845.51it/s, iter=1.06e+03, step_size=0.893, tol=7.72e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1844.04it/s, iter=1.06e+03, step_size=0.893, tol=7.72e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1843.29it/s, iter=1.06e+03, step_size=0.893, tol=7.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1841.76it/s, iter=1.06e+03, step_size=0.893, tol=7.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1841.38it/s, iter=1.06e+03, step_size=0.893, tol=7.65e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1840.25it/s, iter=1.06e+03, step_size=0.893, tol=7.65e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1839.87it/s, iter=1.06e+03, step_size=0.893, tol=7.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1838.74it/s, iter=1.06e+03, step_size=0.893, tol=7.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1838.35it/s, iter=1.06e+03, step_size=0.893, tol=7.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1837.23it/s, iter=1.06e+03, step_size=0.893, tol=7.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1836.84it/s, iter=1.06e+03, step_size=0.893, tol=7.55e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1835.71it/s, iter=1.06e+03, step_size=0.893, tol=7.55e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1835.33it/s, iter=1.06e+03, step_size=0.893, tol=7.52e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1834.21it/s, iter=1.06e+03, step_size=0.893, tol=7.52e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1833.82it/s, iter=1.06e+03, step_size=0.893, tol=7.49e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1832.55it/s, iter=1.06e+03, step_size=0.893, tol=7.49e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1832.02it/s, iter=1.06e+03, step_size=0.893, tol=7.46e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1830.90it/s, iter=1.06e+03, step_size=0.893, tol=7.46e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1830.51it/s, iter=1.06e+03, step_size=0.893, tol=7.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1829.39it/s, iter=1.06e+03, step_size=0.893, tol=7.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1829.01it/s, iter=1.06e+03, step_size=0.893, tol=7.4e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1827.90it/s, iter=1.06e+03, step_size=0.893, tol=7.4e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1827.52it/s, iter=1.07e+03, step_size=0.893, tol=7.36e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1826.41it/s, iter=1.07e+03, step_size=0.893, tol=7.36e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1825.99it/s, iter=1.07e+03, step_size=0.893, tol=7.33e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1824.90it/s, iter=1.07e+03, step_size=0.893, tol=7.33e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1824.53it/s, iter=1.07e+03, step_size=0.893, tol=7.3e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1823.33it/s, iter=1.07e+03, step_size=0.893, tol=7.3e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1822.96it/s, iter=1.07e+03, step_size=0.893, tol=7.27e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1821.86it/s, iter=1.07e+03, step_size=0.893, tol=7.27e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1821.50it/s, iter=1.07e+03, step_size=0.893, tol=7.24e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1820.41it/s, iter=1.07e+03, step_size=0.893, tol=7.24e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1820.04it/s, iter=1.07e+03, step_size=0.893, tol=7.21e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1818.96it/s, iter=1.07e+03, step_size=0.893, tol=7.21e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1818.58it/s, iter=1.07e+03, step_size=0.893, tol=7.18e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1817.24it/s, iter=1.07e+03, step_size=0.893, tol=7.18e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1816.87it/s, iter=1.07e+03, step_size=0.893, tol=7.15e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1815.78it/s, iter=1.07e+03, step_size=0.893, tol=7.15e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1815.41it/s, iter=1.07e+03, step_size=0.893, tol=7.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1814.33it/s, iter=1.07e+03, step_size=0.893, tol=7.12e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1813.96it/s, iter=1.08e+03, step_size=0.893, tol=7.09e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1812.88it/s, iter=1.08e+03, step_size=0.893, tol=7.09e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1812.51it/s, iter=1.08e+03, step_size=0.893, tol=7.06e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1811.43it/s, iter=1.08e+03, step_size=0.893, tol=7.06e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1811.07it/s, iter=1.08e+03, step_size=0.893, tol=7.03e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1809.99it/s, iter=1.08e+03, step_size=0.893, tol=7.03e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1809.62it/s, iter=1.08e+03, step_size=0.893, tol=7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1808.54it/s, iter=1.08e+03, step_size=0.893, tol=7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1808.16it/s, iter=1.08e+03, step_size=0.893, tol=6.97e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1807.09it/s, iter=1.08e+03, step_size=0.893, tol=6.97e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1806.72it/s, iter=1.08e+03, step_size=0.893, tol=6.94e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1805.45it/s, iter=1.08e+03, step_size=0.893, tol=6.94e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1804.87it/s, iter=1.08e+03, step_size=0.893, tol=6.91e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1802.71it/s, iter=1.08e+03, step_size=0.893, tol=6.91e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1801.77it/s, iter=1.08e+03, step_size=0.893, tol=6.88e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1800.56it/s, iter=1.08e+03, step_size=0.893, tol=6.88e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1800.17it/s, iter=1.08e+03, step_size=0.893, tol=6.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1799.03it/s, iter=1.08e+03, step_size=0.893, tol=6.85e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1798.66it/s, iter=1.08e+03, step_size=0.893, tol=6.82e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1797.60it/s, iter=1.08e+03, step_size=0.893, tol=6.82e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1797.23it/s, iter=1.08e+03, step_size=0.893, tol=6.79e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1796.17it/s, iter=1.08e+03, step_size=0.893, tol=6.79e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1795.81it/s, iter=1.09e+03, step_size=0.893, tol=6.76e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1794.76it/s, iter=1.09e+03, step_size=0.893, tol=6.76e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1794.40it/s, iter=1.09e+03, step_size=0.893, tol=6.73e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1793.34it/s, iter=1.09e+03, step_size=0.893, tol=6.73e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1792.98it/s, iter=1.09e+03, step_size=0.893, tol=6.7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1791.93it/s, iter=1.09e+03, step_size=0.893, tol=6.7e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1791.57it/s, iter=1.09e+03, step_size=0.893, tol=6.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1790.46it/s, iter=1.09e+03, step_size=0.893, tol=6.68e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1790.03it/s, iter=1.09e+03, step_size=0.893, tol=6.65e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1788.90it/s, iter=1.09e+03, step_size=0.893, tol=6.65e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1788.51it/s, iter=1.09e+03, step_size=0.893, tol=6.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1787.14it/s, iter=1.09e+03, step_size=0.893, tol=6.62e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1786.79it/s, iter=1.09e+03, step_size=0.893, tol=6.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1785.74it/s, iter=1.09e+03, step_size=0.893, tol=6.59e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1785.38it/s, iter=1.09e+03, step_size=0.893, tol=6.56e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1784.35it/s, iter=1.09e+03, step_size=0.893, tol=6.56e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1783.99it/s, iter=1.09e+03, step_size=0.893, tol=6.54e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1782.83it/s, iter=1.09e+03, step_size=0.893, tol=6.54e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1782.28it/s, iter=1.1e+03, step_size=0.893, tol=6.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1780.79it/s, iter=1.1e+03, step_size=0.893, tol=6.51e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1780.44it/s, iter=1.1e+03, step_size=0.893, tol=6.48e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1779.40it/s, iter=1.1e+03, step_size=0.893, tol=6.48e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1779.05it/s, iter=1.1e+03, step_size=0.893, tol=6.45e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1778.01it/s, iter=1.1e+03, step_size=0.893, tol=6.45e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1777.66it/s, iter=1.1e+03, step_size=0.893, tol=6.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1776.64it/s, iter=1.1e+03, step_size=0.893, tol=6.43e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1776.28it/s, iter=1.1e+03, step_size=0.893, tol=6.4e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1775.26it/s, iter=1.1e+03, step_size=0.893, tol=6.4e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1774.90it/s, iter=1.1e+03, step_size=0.893, tol=6.37e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1773.85it/s, iter=1.1e+03, step_size=0.893, tol=6.37e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1773.27it/s, iter=1.1e+03, step_size=0.893, tol=6.34e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1772.24it/s, iter=1.1e+03, step_size=0.893, tol=6.34e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1771.89it/s, iter=1.1e+03, step_size=0.893, tol=6.32e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1770.87it/s, iter=1.1e+03, step_size=0.893, tol=6.32e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1770.51it/s, iter=1.1e+03, step_size=0.893, tol=6.29e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1769.49it/s, iter=1.1e+03, step_size=0.893, tol=6.29e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1769.14it/s, iter=1.1e+03, step_size=0.893, tol=6.26e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1768.12it/s, iter=1.1e+03, step_size=0.893, tol=6.26e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1767.77it/s, iter=1.10e+03, step_size=0.893, tol=6.24e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1766.75it/s, iter=1.10e+03, step_size=0.893, tol=6.24e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1766.40it/s, iter=1.11e+03, step_size=0.893, tol=6.21e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1765.37it/s, iter=1.11e+03, step_size=0.893, tol=6.21e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1765.02it/s, iter=1.11e+03, step_size=0.893, tol=6.18e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1764.01it/s, iter=1.11e+03, step_size=0.893, tol=6.18e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1763.66it/s, iter=1.11e+03, step_size=0.893, tol=6.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1762.65it/s, iter=1.11e+03, step_size=0.893, tol=6.16e-05]
PGD: 18%|#7 | 883/5000 [00:00<00:02, 1762.30it/s, iter=1.11e+03, step_size=0.893, tol=6.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2215.04it/s, iter=1.11e+03, step_size=0.893, tol=6.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2213.79it/s, iter=1.11e+03, step_size=0.893, tol=6.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2213.36it/s, iter=1.11e+03, step_size=0.893, tol=6.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2211.97it/s, iter=1.11e+03, step_size=0.893, tol=6.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2211.39it/s, iter=1.11e+03, step_size=0.893, tol=6.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2210.08it/s, iter=1.11e+03, step_size=0.893, tol=6.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2209.64it/s, iter=1.11e+03, step_size=0.893, tol=6.05e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2208.37it/s, iter=1.11e+03, step_size=0.893, tol=6.05e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2207.93it/s, iter=1.11e+03, step_size=0.893, tol=6.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2206.65it/s, iter=1.11e+03, step_size=0.893, tol=6.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2206.22it/s, iter=1.11e+03, step_size=0.893, tol=6e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2204.94it/s, iter=1.11e+03, step_size=0.893, tol=6e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2204.51it/s, iter=1.12e+03, step_size=0.893, tol=5.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2203.25it/s, iter=1.12e+03, step_size=0.893, tol=5.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2202.82it/s, iter=1.12e+03, step_size=0.893, tol=5.95e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2201.55it/s, iter=1.12e+03, step_size=0.893, tol=5.95e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2201.12it/s, iter=1.12e+03, step_size=0.893, tol=5.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2199.86it/s, iter=1.12e+03, step_size=0.893, tol=5.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2199.42it/s, iter=1.12e+03, step_size=0.893, tol=5.9e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2198.16it/s, iter=1.12e+03, step_size=0.893, tol=5.9e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2197.73it/s, iter=1.12e+03, step_size=0.893, tol=5.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2196.42it/s, iter=1.12e+03, step_size=0.893, tol=5.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2195.98it/s, iter=1.12e+03, step_size=0.893, tol=5.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2194.71it/s, iter=1.12e+03, step_size=0.893, tol=5.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2194.14it/s, iter=1.12e+03, step_size=0.893, tol=5.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2192.88it/s, iter=1.12e+03, step_size=0.893, tol=5.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2192.45it/s, iter=1.12e+03, step_size=0.893, tol=5.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2191.20it/s, iter=1.12e+03, step_size=0.893, tol=5.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2190.77it/s, iter=1.12e+03, step_size=0.893, tol=5.78e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2189.52it/s, iter=1.12e+03, step_size=0.893, tol=5.78e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2189.10it/s, iter=1.12e+03, step_size=0.893, tol=5.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2187.70it/s, iter=1.12e+03, step_size=0.893, tol=5.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2187.28it/s, iter=1.12e+03, step_size=0.893, tol=5.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2186.02it/s, iter=1.12e+03, step_size=0.893, tol=5.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2185.60it/s, iter=1.13e+03, step_size=0.893, tol=5.7e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2184.35it/s, iter=1.13e+03, step_size=0.893, tol=5.7e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2183.93it/s, iter=1.13e+03, step_size=0.893, tol=5.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2182.69it/s, iter=1.13e+03, step_size=0.893, tol=5.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2182.27it/s, iter=1.13e+03, step_size=0.893, tol=5.66e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2181.03it/s, iter=1.13e+03, step_size=0.893, tol=5.66e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2180.61it/s, iter=1.13e+03, step_size=0.893, tol=5.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2179.37it/s, iter=1.13e+03, step_size=0.893, tol=5.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2178.95it/s, iter=1.13e+03, step_size=0.893, tol=5.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2177.72it/s, iter=1.13e+03, step_size=0.893, tol=5.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2177.21it/s, iter=1.13e+03, step_size=0.893, tol=5.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2175.91it/s, iter=1.13e+03, step_size=0.893, tol=5.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2175.33it/s, iter=1.13e+03, step_size=0.893, tol=5.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2174.08it/s, iter=1.13e+03, step_size=0.893, tol=5.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2173.66it/s, iter=1.13e+03, step_size=0.893, tol=5.54e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2172.43it/s, iter=1.13e+03, step_size=0.893, tol=5.54e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2172.01it/s, iter=1.13e+03, step_size=0.893, tol=5.51e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2170.76it/s, iter=1.13e+03, step_size=0.893, tol=5.51e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2170.34it/s, iter=1.14e+03, step_size=0.893, tol=5.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2169.11it/s, iter=1.14e+03, step_size=0.893, tol=5.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2168.63it/s, iter=1.14e+03, step_size=0.893, tol=5.47e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2166.49it/s, iter=1.14e+03, step_size=0.893, tol=5.47e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2166.05it/s, iter=1.14e+03, step_size=0.893, tol=5.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2164.84it/s, iter=1.14e+03, step_size=0.893, tol=5.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2164.42it/s, iter=1.14e+03, step_size=0.893, tol=5.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2163.20it/s, iter=1.14e+03, step_size=0.893, tol=5.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2162.65it/s, iter=1.14e+03, step_size=0.893, tol=5.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2161.43it/s, iter=1.14e+03, step_size=0.893, tol=5.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2161.02it/s, iter=1.14e+03, step_size=0.893, tol=5.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2159.65it/s, iter=1.14e+03, step_size=0.893, tol=5.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2159.23it/s, iter=1.14e+03, step_size=0.893, tol=5.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2158.02it/s, iter=1.14e+03, step_size=0.893, tol=5.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2157.61it/s, iter=1.14e+03, step_size=0.893, tol=5.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2156.39it/s, iter=1.14e+03, step_size=0.893, tol=5.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2155.98it/s, iter=1.14e+03, step_size=0.893, tol=5.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2154.78it/s, iter=1.14e+03, step_size=0.893, tol=5.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2154.37it/s, iter=1.14e+03, step_size=0.893, tol=5.28e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2153.17it/s, iter=1.14e+03, step_size=0.893, tol=5.28e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2152.76it/s, iter=1.14e+03, step_size=0.893, tol=5.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2151.55it/s, iter=1.14e+03, step_size=0.893, tol=5.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2151.14it/s, iter=1.15e+03, step_size=0.893, tol=5.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2149.93it/s, iter=1.15e+03, step_size=0.893, tol=5.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2149.52it/s, iter=1.15e+03, step_size=0.893, tol=5.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2148.32it/s, iter=1.15e+03, step_size=0.893, tol=5.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2147.91it/s, iter=1.15e+03, step_size=0.893, tol=5.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2146.71it/s, iter=1.15e+03, step_size=0.893, tol=5.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2146.30it/s, iter=1.15e+03, step_size=0.893, tol=5.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2145.08it/s, iter=1.15e+03, step_size=0.893, tol=5.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2144.67it/s, iter=1.15e+03, step_size=0.893, tol=5.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2143.44it/s, iter=1.15e+03, step_size=0.893, tol=5.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2143.03it/s, iter=1.15e+03, step_size=0.893, tol=5.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2141.84it/s, iter=1.15e+03, step_size=0.893, tol=5.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2141.43it/s, iter=1.15e+03, step_size=0.893, tol=5.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2140.24it/s, iter=1.15e+03, step_size=0.893, tol=5.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2139.83it/s, iter=1.15e+03, step_size=0.893, tol=5.09e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2138.52it/s, iter=1.15e+03, step_size=0.893, tol=5.09e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2138.11it/s, iter=1.15e+03, step_size=0.893, tol=5.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2136.92it/s, iter=1.15e+03, step_size=0.893, tol=5.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2136.52it/s, iter=1.16e+03, step_size=0.893, tol=5.04e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2135.33it/s, iter=1.16e+03, step_size=0.893, tol=5.04e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2134.93it/s, iter=1.16e+03, step_size=0.893, tol=5.02e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2133.75it/s, iter=1.16e+03, step_size=0.893, tol=5.02e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2133.34it/s, iter=1.16e+03, step_size=0.893, tol=5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2132.15it/s, iter=1.16e+03, step_size=0.893, tol=5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2131.73it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2130.54it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2130.13it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2128.95it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2128.54it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2127.36it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2126.94it/s, iter=1.16e+03, step_size=0.893, tol=4.92e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2125.77it/s, iter=1.16e+03, step_size=0.893, tol=4.92e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2125.37it/s, iter=1.16e+03, step_size=0.893, tol=4.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2124.20it/s, iter=1.16e+03, step_size=0.893, tol=4.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2123.80it/s, iter=1.16e+03, step_size=0.893, tol=4.87e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2122.62it/s, iter=1.16e+03, step_size=0.893, tol=4.87e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2122.22it/s, iter=1.16e+03, step_size=0.893, tol=4.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2121.05it/s, iter=1.16e+03, step_size=0.893, tol=4.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2120.65it/s, iter=1.16e+03, step_size=0.893, tol=4.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2119.48it/s, iter=1.16e+03, step_size=0.893, tol=4.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2119.08it/s, iter=1.17e+03, step_size=0.893, tol=4.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2117.92it/s, iter=1.17e+03, step_size=0.893, tol=4.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2117.53it/s, iter=1.17e+03, step_size=0.893, tol=4.79e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2116.37it/s, iter=1.17e+03, step_size=0.893, tol=4.79e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2115.97it/s, iter=1.17e+03, step_size=0.893, tol=4.77e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2114.81it/s, iter=1.17e+03, step_size=0.893, tol=4.77e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2114.41it/s, iter=1.17e+03, step_size=0.893, tol=4.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2113.25it/s, iter=1.17e+03, step_size=0.893, tol=4.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2112.86it/s, iter=1.17e+03, step_size=0.893, tol=4.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2111.70it/s, iter=1.17e+03, step_size=0.893, tol=4.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2111.30it/s, iter=1.17e+03, step_size=0.893, tol=4.71e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2110.13it/s, iter=1.17e+03, step_size=0.893, tol=4.71e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2109.74it/s, iter=1.17e+03, step_size=0.893, tol=4.69e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2108.59it/s, iter=1.17e+03, step_size=0.893, tol=4.69e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2108.20it/s, iter=1.17e+03, step_size=0.893, tol=4.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2107.05it/s, iter=1.17e+03, step_size=0.893, tol=4.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2106.66it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2105.50it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2105.09it/s, iter=1.18e+03, step_size=0.893, tol=4.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2103.93it/s, iter=1.18e+03, step_size=0.893, tol=4.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2103.54it/s, iter=1.18e+03, step_size=0.893, tol=4.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2102.38it/s, iter=1.18e+03, step_size=0.893, tol=4.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2101.99it/s, iter=1.18e+03, step_size=0.893, tol=4.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2100.83it/s, iter=1.18e+03, step_size=0.893, tol=4.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2100.43it/s, iter=1.18e+03, step_size=0.893, tol=4.57e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2099.03it/s, iter=1.18e+03, step_size=0.893, tol=4.57e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2098.63it/s, iter=1.18e+03, step_size=0.893, tol=4.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2097.48it/s, iter=1.18e+03, step_size=0.893, tol=4.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2097.09it/s, iter=1.18e+03, step_size=0.893, tol=4.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2095.94it/s, iter=1.18e+03, step_size=0.893, tol=4.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2095.55it/s, iter=1.18e+03, step_size=0.893, tol=4.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2094.39it/s, iter=1.18e+03, step_size=0.893, tol=4.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2093.99it/s, iter=1.18e+03, step_size=0.893, tol=4.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2092.85it/s, iter=1.18e+03, step_size=0.893, tol=4.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2092.32it/s, iter=1.18e+03, step_size=0.893, tol=4.48e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2091.18it/s, iter=1.18e+03, step_size=0.893, tol=4.48e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2090.79it/s, iter=1.18e+03, step_size=0.893, tol=4.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2089.65it/s, iter=1.18e+03, step_size=0.893, tol=4.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2089.27it/s, iter=1.18e+03, step_size=0.893, tol=4.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2088.13it/s, iter=1.18e+03, step_size=0.893, tol=4.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2087.75it/s, iter=1.19e+03, step_size=0.893, tol=4.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2086.61it/s, iter=1.19e+03, step_size=0.893, tol=4.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2086.22it/s, iter=1.19e+03, step_size=0.893, tol=4.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2085.09it/s, iter=1.19e+03, step_size=0.893, tol=4.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2084.70it/s, iter=1.19e+03, step_size=0.893, tol=4.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2083.56it/s, iter=1.19e+03, step_size=0.893, tol=4.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2083.18it/s, iter=1.19e+03, step_size=0.893, tol=4.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2082.05it/s, iter=1.19e+03, step_size=0.893, tol=4.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2081.67it/s, iter=1.19e+03, step_size=0.893, tol=4.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2080.54it/s, iter=1.19e+03, step_size=0.893, tol=4.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2080.16it/s, iter=1.19e+03, step_size=0.893, tol=4.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2079.02it/s, iter=1.19e+03, step_size=0.893, tol=4.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2078.63it/s, iter=1.19e+03, step_size=0.893, tol=4.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2077.51it/s, iter=1.19e+03, step_size=0.893, tol=4.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2077.13it/s, iter=1.19e+03, step_size=0.893, tol=4.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2076.00it/s, iter=1.19e+03, step_size=0.893, tol=4.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2075.62it/s, iter=1.19e+03, step_size=0.893, tol=4.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2074.50it/s, iter=1.19e+03, step_size=0.893, tol=4.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2074.12it/s, iter=1.2e+03, step_size=0.893, tol=4.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2073.00it/s, iter=1.2e+03, step_size=0.893, tol=4.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2072.60it/s, iter=1.2e+03, step_size=0.893, tol=4.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2071.48it/s, iter=1.2e+03, step_size=0.893, tol=4.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2071.10it/s, iter=1.2e+03, step_size=0.893, tol=4.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2069.99it/s, iter=1.2e+03, step_size=0.893, tol=4.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2069.60it/s, iter=1.2e+03, step_size=0.893, tol=4.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2068.49it/s, iter=1.2e+03, step_size=0.893, tol=4.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2068.10it/s, iter=1.2e+03, step_size=0.893, tol=4.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2066.98it/s, iter=1.2e+03, step_size=0.893, tol=4.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2066.61it/s, iter=1.2e+03, step_size=0.893, tol=4.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2065.49it/s, iter=1.2e+03, step_size=0.893, tol=4.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2065.11it/s, iter=1.2e+03, step_size=0.893, tol=4.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2063.96it/s, iter=1.2e+03, step_size=0.893, tol=4.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2063.58it/s, iter=1.2e+03, step_size=0.893, tol=4.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2062.47it/s, iter=1.2e+03, step_size=0.893, tol=4.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2062.08it/s, iter=1.2e+03, step_size=0.893, tol=4.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2060.98it/s, iter=1.2e+03, step_size=0.893, tol=4.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2060.61it/s, iter=1.2e+03, step_size=0.893, tol=4.1e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2059.50it/s, iter=1.2e+03, step_size=0.893, tol=4.1e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2059.12it/s, iter=1.20e+03, step_size=0.893, tol=4.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2058.02it/s, iter=1.20e+03, step_size=0.893, tol=4.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2057.65it/s, iter=1.21e+03, step_size=0.893, tol=4.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2056.55it/s, iter=1.21e+03, step_size=0.893, tol=4.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2056.17it/s, iter=1.21e+03, step_size=0.893, tol=4.04e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2055.07it/s, iter=1.21e+03, step_size=0.893, tol=4.04e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2054.69it/s, iter=1.21e+03, step_size=0.893, tol=4.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2053.59it/s, iter=1.21e+03, step_size=0.893, tol=4.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2053.22it/s, iter=1.21e+03, step_size=0.893, tol=4.01e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2052.12it/s, iter=1.21e+03, step_size=0.893, tol=4.01e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2051.74it/s, iter=1.21e+03, step_size=0.893, tol=3.99e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2050.63it/s, iter=1.21e+03, step_size=0.893, tol=3.99e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2050.26it/s, iter=1.21e+03, step_size=0.893, tol=3.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2049.16it/s, iter=1.21e+03, step_size=0.893, tol=3.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2048.76it/s, iter=1.21e+03, step_size=0.893, tol=3.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2047.54it/s, iter=1.21e+03, step_size=0.893, tol=3.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2047.16it/s, iter=1.21e+03, step_size=0.893, tol=3.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2046.05it/s, iter=1.21e+03, step_size=0.893, tol=3.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2045.55it/s, iter=1.21e+03, step_size=0.893, tol=3.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2044.46it/s, iter=1.21e+03, step_size=0.893, tol=3.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2044.09it/s, iter=1.22e+03, step_size=0.893, tol=3.91e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2043.01it/s, iter=1.22e+03, step_size=0.893, tol=3.91e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2042.63it/s, iter=1.22e+03, step_size=0.893, tol=3.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2041.41it/s, iter=1.22e+03, step_size=0.893, tol=3.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2041.00it/s, iter=1.22e+03, step_size=0.893, tol=3.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2039.93it/s, iter=1.22e+03, step_size=0.893, tol=3.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2039.56it/s, iter=1.22e+03, step_size=0.893, tol=3.86e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2038.50it/s, iter=1.22e+03, step_size=0.893, tol=3.86e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2038.13it/s, iter=1.22e+03, step_size=0.893, tol=3.84e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2037.07it/s, iter=1.22e+03, step_size=0.893, tol=3.84e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2036.70it/s, iter=1.22e+03, step_size=0.893, tol=3.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2035.52it/s, iter=1.22e+03, step_size=0.893, tol=3.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2035.16it/s, iter=1.22e+03, step_size=0.893, tol=3.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2034.11it/s, iter=1.22e+03, step_size=0.893, tol=3.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2033.73it/s, iter=1.22e+03, step_size=0.893, tol=3.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2032.67it/s, iter=1.22e+03, step_size=0.893, tol=3.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2032.31it/s, iter=1.22e+03, step_size=0.893, tol=3.78e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2031.25it/s, iter=1.22e+03, step_size=0.893, tol=3.78e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2030.89it/s, iter=1.22e+03, step_size=0.893, tol=3.76e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2029.84it/s, iter=1.22e+03, step_size=0.893, tol=3.76e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2029.47it/s, iter=1.22e+03, step_size=0.893, tol=3.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2028.42it/s, iter=1.22e+03, step_size=0.893, tol=3.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2028.05it/s, iter=1.23e+03, step_size=0.893, tol=3.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2027.00it/s, iter=1.23e+03, step_size=0.893, tol=3.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2026.64it/s, iter=1.23e+03, step_size=0.893, tol=3.72e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2025.60it/s, iter=1.23e+03, step_size=0.893, tol=3.72e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2025.24it/s, iter=1.23e+03, step_size=0.893, tol=3.7e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2024.20it/s, iter=1.23e+03, step_size=0.893, tol=3.7e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2023.84it/s, iter=1.23e+03, step_size=0.893, tol=3.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2022.80it/s, iter=1.23e+03, step_size=0.893, tol=3.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2022.44it/s, iter=1.23e+03, step_size=0.893, tol=3.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2021.39it/s, iter=1.23e+03, step_size=0.893, tol=3.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2021.04it/s, iter=1.23e+03, step_size=0.893, tol=3.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2020.00it/s, iter=1.23e+03, step_size=0.893, tol=3.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2019.64it/s, iter=1.23e+03, step_size=0.893, tol=3.64e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2018.57it/s, iter=1.23e+03, step_size=0.893, tol=3.64e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2018.22it/s, iter=1.23e+03, step_size=0.893, tol=3.62e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2017.17it/s, iter=1.23e+03, step_size=0.893, tol=3.62e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2016.82it/s, iter=1.23e+03, step_size=0.893, tol=3.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2015.78it/s, iter=1.23e+03, step_size=0.893, tol=3.61e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2015.43it/s, iter=1.24e+03, step_size=0.893, tol=3.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2014.39it/s, iter=1.24e+03, step_size=0.893, tol=3.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2014.03it/s, iter=1.24e+03, step_size=0.893, tol=3.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2013.00it/s, iter=1.24e+03, step_size=0.893, tol=3.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2012.65it/s, iter=1.24e+03, step_size=0.893, tol=3.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2011.61it/s, iter=1.24e+03, step_size=0.893, tol=3.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2011.26it/s, iter=1.24e+03, step_size=0.893, tol=3.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2010.21it/s, iter=1.24e+03, step_size=0.893, tol=3.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2009.85it/s, iter=1.24e+03, step_size=0.893, tol=3.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2008.82it/s, iter=1.24e+03, step_size=0.893, tol=3.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2008.47it/s, iter=1.24e+03, step_size=0.893, tol=3.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2007.44it/s, iter=1.24e+03, step_size=0.893, tol=3.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2007.09it/s, iter=1.24e+03, step_size=0.893, tol=3.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2006.06it/s, iter=1.24e+03, step_size=0.893, tol=3.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2005.71it/s, iter=1.24e+03, step_size=0.893, tol=3.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2004.58it/s, iter=1.24e+03, step_size=0.893, tol=3.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2004.20it/s, iter=1.24e+03, step_size=0.893, tol=3.47e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2003.18it/s, iter=1.24e+03, step_size=0.893, tol=3.47e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2002.82it/s, iter=1.24e+03, step_size=0.893, tol=3.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2001.80it/s, iter=1.24e+03, step_size=0.893, tol=3.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2001.45it/s, iter=1.24e+03, step_size=0.893, tol=3.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2000.43it/s, iter=1.24e+03, step_size=0.893, tol=3.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 2000.09it/s, iter=1.25e+03, step_size=0.893, tol=3.43e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1999.06it/s, iter=1.25e+03, step_size=0.893, tol=3.43e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1998.72it/s, iter=1.25e+03, step_size=0.893, tol=3.41e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1997.70it/s, iter=1.25e+03, step_size=0.893, tol=3.41e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1997.34it/s, iter=1.25e+03, step_size=0.893, tol=3.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1996.32it/s, iter=1.25e+03, step_size=0.893, tol=3.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1995.97it/s, iter=1.25e+03, step_size=0.893, tol=3.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1994.94it/s, iter=1.25e+03, step_size=0.893, tol=3.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1994.59it/s, iter=1.25e+03, step_size=0.893, tol=3.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1993.58it/s, iter=1.25e+03, step_size=0.893, tol=3.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1993.21it/s, iter=1.25e+03, step_size=0.893, tol=3.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1992.20it/s, iter=1.25e+03, step_size=0.893, tol=3.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1991.85it/s, iter=1.25e+03, step_size=0.893, tol=3.34e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1990.84it/s, iter=1.25e+03, step_size=0.893, tol=3.34e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1990.49it/s, iter=1.25e+03, step_size=0.893, tol=3.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1989.46it/s, iter=1.25e+03, step_size=0.893, tol=3.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1989.11it/s, iter=1.25e+03, step_size=0.893, tol=3.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1988.09it/s, iter=1.25e+03, step_size=0.893, tol=3.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1987.74it/s, iter=1.26e+03, step_size=0.893, tol=3.3e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1986.72it/s, iter=1.26e+03, step_size=0.893, tol=3.3e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1986.37it/s, iter=1.26e+03, step_size=0.893, tol=3.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1985.36it/s, iter=1.26e+03, step_size=0.893, tol=3.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1985.02it/s, iter=1.26e+03, step_size=0.893, tol=3.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1984.01it/s, iter=1.26e+03, step_size=0.893, tol=3.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1983.66it/s, iter=1.26e+03, step_size=0.893, tol=3.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1982.65it/s, iter=1.26e+03, step_size=0.893, tol=3.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1982.31it/s, iter=1.26e+03, step_size=0.893, tol=3.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1981.30it/s, iter=1.26e+03, step_size=0.893, tol=3.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1980.95it/s, iter=1.26e+03, step_size=0.893, tol=3.23e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1979.95it/s, iter=1.26e+03, step_size=0.893, tol=3.23e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1979.60it/s, iter=1.26e+03, step_size=0.893, tol=3.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1978.59it/s, iter=1.26e+03, step_size=0.893, tol=3.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1978.25it/s, iter=1.26e+03, step_size=0.893, tol=3.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1977.24it/s, iter=1.26e+03, step_size=0.893, tol=3.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1976.90it/s, iter=1.26e+03, step_size=0.893, tol=3.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1975.88it/s, iter=1.26e+03, step_size=0.893, tol=3.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1975.46it/s, iter=1.26e+03, step_size=0.893, tol=3.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1974.41it/s, iter=1.26e+03, step_size=0.893, tol=3.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1974.07it/s, iter=1.26e+03, step_size=0.893, tol=3.16e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1973.06it/s, iter=1.26e+03, step_size=0.893, tol=3.16e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1972.72it/s, iter=1.27e+03, step_size=0.893, tol=3.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1971.68it/s, iter=1.27e+03, step_size=0.893, tol=3.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1971.33it/s, iter=1.27e+03, step_size=0.893, tol=3.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1970.33it/s, iter=1.27e+03, step_size=0.893, tol=3.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1969.99it/s, iter=1.27e+03, step_size=0.893, tol=3.12e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1969.00it/s, iter=1.27e+03, step_size=0.893, tol=3.12e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1968.66it/s, iter=1.27e+03, step_size=0.893, tol=3.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1967.67it/s, iter=1.27e+03, step_size=0.893, tol=3.11e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1967.33it/s, iter=1.27e+03, step_size=0.893, tol=3.1e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1966.33it/s, iter=1.27e+03, step_size=0.893, tol=3.1e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1965.99it/s, iter=1.27e+03, step_size=0.893, tol=3.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1965.00it/s, iter=1.27e+03, step_size=0.893, tol=3.08e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1964.66it/s, iter=1.27e+03, step_size=0.893, tol=3.07e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1963.61it/s, iter=1.27e+03, step_size=0.893, tol=3.07e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1963.23it/s, iter=1.27e+03, step_size=0.893, tol=3.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1962.24it/s, iter=1.27e+03, step_size=0.893, tol=3.06e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1961.90it/s, iter=1.27e+03, step_size=0.893, tol=3.05e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1960.78it/s, iter=1.27e+03, step_size=0.893, tol=3.05e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1960.45it/s, iter=1.28e+03, step_size=0.893, tol=3.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1959.46it/s, iter=1.28e+03, step_size=0.893, tol=3.03e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1959.10it/s, iter=1.28e+03, step_size=0.893, tol=3.02e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1958.12it/s, iter=1.28e+03, step_size=0.893, tol=3.02e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1957.79it/s, iter=1.28e+03, step_size=0.893, tol=3.01e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1956.80it/s, iter=1.28e+03, step_size=0.893, tol=3.01e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1956.47it/s, iter=1.28e+03, step_size=0.893, tol=2.99e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1955.49it/s, iter=1.28e+03, step_size=0.893, tol=2.99e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1955.16it/s, iter=1.28e+03, step_size=0.893, tol=2.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1954.18it/s, iter=1.28e+03, step_size=0.893, tol=2.98e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1953.85it/s, iter=1.28e+03, step_size=0.893, tol=2.97e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1952.87it/s, iter=1.28e+03, step_size=0.893, tol=2.97e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1952.54it/s, iter=1.28e+03, step_size=0.893, tol=2.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1951.56it/s, iter=1.28e+03, step_size=0.893, tol=2.96e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1951.23it/s, iter=1.28e+03, step_size=0.893, tol=2.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1950.26it/s, iter=1.28e+03, step_size=0.893, tol=2.94e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1949.92it/s, iter=1.28e+03, step_size=0.893, tol=2.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1948.95it/s, iter=1.28e+03, step_size=0.893, tol=2.93e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1948.62it/s, iter=1.28e+03, step_size=0.893, tol=2.92e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1947.63it/s, iter=1.28e+03, step_size=0.893, tol=2.92e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1947.29it/s, iter=1.28e+03, step_size=0.893, tol=2.91e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1946.32it/s, iter=1.28e+03, step_size=0.893, tol=2.91e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1945.99it/s, iter=1.29e+03, step_size=0.893, tol=2.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:01, 1945.01it/s, iter=1.29e+03, step_size=0.893, tol=2.89e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1944.68it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1943.71it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1943.38it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1942.39it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1942.06it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1941.11it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1940.78it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1939.82it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1939.49it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1938.52it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1938.19it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1937.23it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1936.91it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1935.95it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1935.63it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1934.67it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1934.32it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1933.36it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1933.03it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1932.07it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1931.75it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1930.79it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1930.47it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1929.52it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1929.19it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1928.24it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1927.91it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1926.96it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1926.64it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1925.69it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1925.35it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1924.40it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1923.97it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1923.01it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1922.69it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1921.73it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1921.41it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1920.44it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1920.12it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1919.17it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1918.79it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1917.80it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1917.47it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1916.53it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1916.21it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1915.27it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1914.95it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1914.02it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1913.70it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1912.71it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1912.35it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1911.41it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1911.09it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1910.14it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1909.82it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1908.89it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1908.57it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1907.62it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1907.30it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1906.37it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1906.05it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1905.12it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1904.80it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1903.87it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1903.55it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1902.62it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1902.31it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1901.38it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1901.06it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1900.13it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1899.81it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1898.89it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1898.58it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1897.65it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1897.34it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1896.42it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1896.11it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1895.19it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1894.84it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1893.92it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1893.60it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1891.88it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1891.35it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1889.69it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1889.37it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1888.43it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1888.11it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1887.20it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1886.88it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1885.87it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1885.54it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1884.63it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1884.32it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1883.42it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1883.10it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1882.19it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1881.70it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1880.79it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1880.48it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1879.57it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1879.26it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1878.36it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1878.05it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1877.14it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1876.83it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1875.94it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1875.63it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1874.73it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1874.43it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1873.53it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1873.22it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1872.33it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1872.02it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1871.13it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1870.83it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1869.83it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1869.52it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1868.40it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1868.09it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1866.09it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1865.77it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1864.81it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1864.35it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1862.60it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1862.29it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1861.40it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1861.10it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1860.18it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1859.86it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1858.96it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1858.48it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1856.62it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1856.00it/s, iter=1.35e+03, step_size=0.893, tol=2.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1854.59it/s, iter=1.35e+03, step_size=0.893, tol=2.18e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1854.29it/s, iter=1.35e+03, step_size=0.893, tol=2.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1853.40it/s, iter=1.35e+03, step_size=0.893, tol=2.17e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1853.10it/s, iter=1.36e+03, step_size=0.893, tol=2.16e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1852.21it/s, iter=1.36e+03, step_size=0.893, tol=2.16e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1851.91it/s, iter=1.36e+03, step_size=0.893, tol=2.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1851.03it/s, iter=1.36e+03, step_size=0.893, tol=2.15e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1850.73it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1849.85it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1849.46it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1848.58it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1848.29it/s, iter=1.36e+03, step_size=0.893, tol=2.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1847.42it/s, iter=1.36e+03, step_size=0.893, tol=2.13e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1847.12it/s, iter=1.36e+03, step_size=0.893, tol=2.12e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1846.25it/s, iter=1.36e+03, step_size=0.893, tol=2.12e-05]
PGD: 22%|##2 | 1110/5000 [00:00<00:02, 1845.95it/s, iter=1.36e+03, step_size=0.893, tol=2.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2264.77it/s, iter=1.36e+03, step_size=0.893, tol=2.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2263.73it/s, iter=1.36e+03, step_size=0.893, tol=2.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2263.36it/s, iter=1.36e+03, step_size=0.893, tol=2.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2262.03it/s, iter=1.36e+03, step_size=0.893, tol=2.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2261.66it/s, iter=1.36e+03, step_size=0.893, tol=2.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2259.38it/s, iter=1.36e+03, step_size=0.893, tol=2.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2259.00it/s, iter=1.36e+03, step_size=0.893, tol=2.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2257.92it/s, iter=1.36e+03, step_size=0.893, tol=2.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2257.56it/s, iter=1.36e+03, step_size=0.893, tol=2.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2256.50it/s, iter=1.36e+03, step_size=0.893, tol=2.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2256.10it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2255.03it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2254.66it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2253.60it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2253.24it/s, iter=1.37e+03, step_size=0.893, tol=2.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2252.15it/s, iter=1.37e+03, step_size=0.893, tol=2.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2251.78it/s, iter=1.37e+03, step_size=0.893, tol=2.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2250.72it/s, iter=1.37e+03, step_size=0.893, tol=2.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2250.36it/s, iter=1.37e+03, step_size=0.893, tol=2.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2249.29it/s, iter=1.37e+03, step_size=0.893, tol=2.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2248.93it/s, iter=1.37e+03, step_size=0.893, tol=2.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2247.65it/s, iter=1.37e+03, step_size=0.893, tol=2.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2247.29it/s, iter=1.37e+03, step_size=0.893, tol=2.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2246.22it/s, iter=1.37e+03, step_size=0.893, tol=2.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2245.86it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2244.80it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2244.44it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2243.38it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2243.03it/s, iter=1.38e+03, step_size=0.893, tol=1.99e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2241.98it/s, iter=1.38e+03, step_size=0.893, tol=1.99e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2241.62it/s, iter=1.38e+03, step_size=0.893, tol=1.98e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2240.58it/s, iter=1.38e+03, step_size=0.893, tol=1.98e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2240.20it/s, iter=1.38e+03, step_size=0.893, tol=1.97e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2239.15it/s, iter=1.38e+03, step_size=0.893, tol=1.97e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2238.79it/s, iter=1.38e+03, step_size=0.893, tol=1.96e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2237.74it/s, iter=1.38e+03, step_size=0.893, tol=1.96e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2237.39it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2236.35it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2235.99it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2234.95it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2234.59it/s, iter=1.38e+03, step_size=0.893, tol=1.94e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2233.45it/s, iter=1.38e+03, step_size=0.893, tol=1.94e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2232.93it/s, iter=1.38e+03, step_size=0.893, tol=1.93e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2231.89it/s, iter=1.38e+03, step_size=0.893, tol=1.93e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2230.92it/s, iter=1.38e+03, step_size=0.893, tol=1.92e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2229.46it/s, iter=1.38e+03, step_size=0.893, tol=1.92e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2229.09it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2228.05it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2227.69it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2226.56it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2226.09it/s, iter=1.39e+03, step_size=0.893, tol=1.9e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2224.67it/s, iter=1.39e+03, step_size=0.893, tol=1.9e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2223.72it/s, iter=1.39e+03, step_size=0.893, tol=1.89e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2222.45it/s, iter=1.39e+03, step_size=0.893, tol=1.89e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2222.09it/s, iter=1.39e+03, step_size=0.893, tol=1.88e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2221.07it/s, iter=1.39e+03, step_size=0.893, tol=1.88e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2220.71it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2219.67it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2219.31it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2218.02it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2217.67it/s, iter=1.39e+03, step_size=0.893, tol=1.86e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2216.63it/s, iter=1.39e+03, step_size=0.893, tol=1.86e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2216.28it/s, iter=1.39e+03, step_size=0.893, tol=1.85e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2215.25it/s, iter=1.39e+03, step_size=0.893, tol=1.85e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2214.90it/s, iter=1.39e+03, step_size=0.893, tol=1.84e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2213.87it/s, iter=1.39e+03, step_size=0.893, tol=1.84e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2213.52it/s, iter=1.39e+03, step_size=0.893, tol=1.83e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2212.48it/s, iter=1.39e+03, step_size=0.893, tol=1.83e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2212.13it/s, iter=1.4e+03, step_size=0.893, tol=1.83e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2211.10it/s, iter=1.4e+03, step_size=0.893, tol=1.83e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2210.75it/s, iter=1.4e+03, step_size=0.893, tol=1.82e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2209.72it/s, iter=1.4e+03, step_size=0.893, tol=1.82e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2209.31it/s, iter=1.4e+03, step_size=0.893, tol=1.81e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2208.22it/s, iter=1.4e+03, step_size=0.893, tol=1.81e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2207.87it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2206.85it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2206.50it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2205.48it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2205.13it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2203.90it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2203.55it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2201.54it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2200.98it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2199.85it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2199.46it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2198.35it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2197.94it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2196.80it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2196.42it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2195.31it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2194.92it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2193.77it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2193.39it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2192.28it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2191.90it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2190.80it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2190.30it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2189.08it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2188.70it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2186.68it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2186.09it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2184.39it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2183.98it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2182.92it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2182.52it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2181.51it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2181.16it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2179.99it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2179.58it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2178.38it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2177.95it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2176.75it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2176.14it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2174.96it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2173.93it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2172.41it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2172.05it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2170.98it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2170.62it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2169.53it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2169.17it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2168.12it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2167.76it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2166.38it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2165.72it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2163.95it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2163.58it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2162.19it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2161.81it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2160.71it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2160.34it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2159.23it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2158.86it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2157.77it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2157.39it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2156.28it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2155.90it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2154.81it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2154.43it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2153.34it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2152.97it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2151.78it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2151.41it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2150.14it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2149.73it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2148.54it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2148.19it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2146.70it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2146.04it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2144.84it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2144.48it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2143.48it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2143.14it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2142.10it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2141.75it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2140.75it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2140.41it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2139.42it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2139.06it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2138.05it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2137.69it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2136.69it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2136.35it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2135.05it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2134.71it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2133.71it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2133.38it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2132.37it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2132.04it/s, iter=1.44e+03, step_size=0.893, tol=1.48e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2130.90it/s, iter=1.44e+03, step_size=0.893, tol=1.48e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2130.37it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2128.53it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2127.90it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2126.43it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2126.02it/s, iter=1.45e+03, step_size=0.893, tol=1.46e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2124.78it/s, iter=1.45e+03, step_size=0.893, tol=1.46e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2124.42it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2123.36it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2123.00it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2121.67it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2121.35it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2119.85it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2119.36it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2118.35it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2118.03it/s, iter=1.45e+03, step_size=0.893, tol=1.43e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2117.08it/s, iter=1.45e+03, step_size=0.893, tol=1.43e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2116.75it/s, iter=1.45e+03, step_size=0.893, tol=1.42e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2115.78it/s, iter=1.45e+03, step_size=0.893, tol=1.42e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2115.41it/s, iter=1.46e+03, step_size=0.893, tol=1.42e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2114.45it/s, iter=1.46e+03, step_size=0.893, tol=1.42e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2114.13it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2113.18it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2112.86it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2111.87it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2111.55it/s, iter=1.46e+03, step_size=0.893, tol=1.4e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2110.36it/s, iter=1.46e+03, step_size=0.893, tol=1.4e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2109.75it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2108.14it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2107.74it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2106.73it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2106.31it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2105.36it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2105.04it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2104.09it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2103.77it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2102.84it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2102.51it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2101.57it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2101.25it/s, iter=1.46e+03, step_size=0.893, tol=1.36e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2100.32it/s, iter=1.46e+03, step_size=0.893, tol=1.36e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2099.98it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2099.04it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2098.71it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2097.78it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2097.46it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2096.53it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2096.21it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2095.02it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2094.70it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2092.68it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2092.35it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2091.41it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2091.09it/s, iter=1.47e+03, step_size=0.893, tol=1.32e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2090.16it/s, iter=1.47e+03, step_size=0.893, tol=1.32e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2089.82it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2088.88it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2088.56it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2087.63it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2087.32it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2086.36it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2086.04it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2085.11it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2084.79it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2083.87it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2083.55it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2082.32it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2082.00it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2081.08it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2080.76it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2079.84it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2079.53it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2078.61it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2078.30it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2077.37it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2076.87it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2075.09it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2074.50it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2073.11it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2072.80it/s, iter=1.48e+03, step_size=0.893, tol=1.25e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2071.90it/s, iter=1.48e+03, step_size=0.893, tol=1.25e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2071.59it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2070.68it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2070.11it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2068.99it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2068.24it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2066.98it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2066.63it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2065.61it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2065.26it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2064.21it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2063.85it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2062.84it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2062.50it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2061.47it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2061.13it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2060.13it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2059.79it/s, iter=1.49e+03, step_size=0.893, tol=1.2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2058.78it/s, iter=1.49e+03, step_size=0.893, tol=1.2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2058.44it/s, iter=1.5e+03, step_size=0.893, tol=1.2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2057.02it/s, iter=1.5e+03, step_size=0.893, tol=1.2e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2056.53it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2054.28it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2053.33it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2050.68it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2050.18it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2048.57it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2048.22it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2047.23it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2046.89it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2045.90it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2045.28it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2044.27it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2043.41it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2042.08it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2041.74it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2040.76it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2040.42it/s, iter=1.5e+03, step_size=0.893, tol=1.15e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2039.41it/s, iter=1.5e+03, step_size=0.893, tol=1.15e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2039.06it/s, iter=1.50e+03, step_size=0.893, tol=1.15e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2038.08it/s, iter=1.50e+03, step_size=0.893, tol=1.15e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2037.74it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2036.76it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2036.45it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2035.54it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2035.24it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2034.34it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2034.04it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2032.93it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2032.62it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2031.72it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2031.42it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2030.52it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2030.22it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2029.32it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2029.02it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2028.13it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2027.83it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2026.94it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2026.63it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2025.74it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2025.43it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2024.54it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2024.23it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2023.33it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2023.02it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2022.09it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2021.80it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2020.72it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2020.43it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2018.69it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2018.38it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2017.50it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2017.20it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2016.33it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2016.03it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2015.13it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2014.83it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2013.96it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2013.67it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2012.81it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2012.49it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2011.62it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2011.32it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2010.46it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2010.17it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2009.01it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2008.70it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2007.85it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2007.55it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2006.12it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2005.59it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2003.53it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2002.63it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 2000.05it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1999.56it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1997.95it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1997.35it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1996.49it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1995.88it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1994.38it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1994.09it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1993.24it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1992.95it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1992.08it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1991.79it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1990.94it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1990.65it/s, iter=1.54e+03, step_size=0.893, tol=9.96e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1989.80it/s, iter=1.54e+03, step_size=0.893, tol=9.96e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1989.50it/s, iter=1.54e+03, step_size=0.893, tol=9.92e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1988.62it/s, iter=1.54e+03, step_size=0.893, tol=9.92e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1988.33it/s, iter=1.54e+03, step_size=0.893, tol=9.88e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1987.35it/s, iter=1.54e+03, step_size=0.893, tol=9.88e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1987.06it/s, iter=1.54e+03, step_size=0.893, tol=9.84e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1986.12it/s, iter=1.54e+03, step_size=0.893, tol=9.84e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1985.58it/s, iter=1.54e+03, step_size=0.893, tol=9.79e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1984.26it/s, iter=1.54e+03, step_size=0.893, tol=9.79e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1983.95it/s, iter=1.54e+03, step_size=0.893, tol=9.75e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1983.06it/s, iter=1.54e+03, step_size=0.893, tol=9.75e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1982.76it/s, iter=1.54e+03, step_size=0.893, tol=9.71e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1981.87it/s, iter=1.54e+03, step_size=0.893, tol=9.71e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1981.57it/s, iter=1.55e+03, step_size=0.893, tol=9.67e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1980.69it/s, iter=1.55e+03, step_size=0.893, tol=9.67e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1980.39it/s, iter=1.55e+03, step_size=0.893, tol=9.63e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1979.52it/s, iter=1.55e+03, step_size=0.893, tol=9.63e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1979.22it/s, iter=1.55e+03, step_size=0.893, tol=9.59e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1978.34it/s, iter=1.55e+03, step_size=0.893, tol=9.59e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1977.80it/s, iter=1.55e+03, step_size=0.893, tol=9.55e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1976.75it/s, iter=1.55e+03, step_size=0.893, tol=9.55e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1976.40it/s, iter=1.55e+03, step_size=0.893, tol=9.51e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1974.83it/s, iter=1.55e+03, step_size=0.893, tol=9.51e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1974.20it/s, iter=1.55e+03, step_size=0.893, tol=9.47e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1971.92it/s, iter=1.55e+03, step_size=0.893, tol=9.47e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1971.56it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1970.63it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1970.31it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1969.40it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1969.07it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1968.14it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1967.83it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1966.90it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1966.58it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1965.64it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1965.32it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1964.42it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1964.11it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1963.22it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1962.67it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1961.83it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1961.54it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1960.70it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1960.42it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1959.59it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1959.31it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1957.66it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1957.12it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1955.30it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1954.62it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1953.12it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1952.71it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1951.72it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1951.00it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1949.46it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1948.90it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1947.97it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1947.66it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1946.72it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1946.39it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1945.47it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1945.16it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1944.25it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1943.95it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1943.01it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1942.70it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1941.78it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD: 27%|##7 | 1362/5000 [00:00<00:01, 1941.47it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2243.41it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2242.12it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2241.76it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2240.71it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2240.35it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2239.30it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2238.95it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2237.90it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2237.55it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2236.54it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2236.21it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2235.26it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2234.94it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2233.98it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2233.65it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2232.68it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2232.36it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2231.40it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2231.08it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2230.03it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2229.34it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2226.98it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2226.40it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2225.16it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2224.83it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2223.81it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2223.48it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2222.05it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2221.67it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2220.66it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2220.33it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2219.36it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2219.04it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2218.08it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2217.75it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2216.56it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2216.24it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2214.94it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2214.47it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2213.51it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2213.20it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2212.29it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2211.98it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2211.02it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2210.22it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2208.12it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2207.79it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2206.85it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2206.44it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2205.50it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2205.05it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2203.27it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2202.54it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2201.45it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2201.14it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2200.24it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2199.93it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2199.01it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2198.70it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2197.80it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2197.40it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2196.51it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2196.19it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2195.29it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2194.99it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2194.10it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2193.80it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2192.90it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2192.27it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2191.38it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2191.07it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2190.19it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2189.89it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2189.01it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2188.71it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2187.83it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2187.53it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2186.65it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2186.35it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2185.48it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2185.18it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2184.30it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2184.00it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2183.12it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2182.83it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2181.96it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2181.66it/s, iter=1.62e+03, step_size=0.893, tol=7.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2180.79it/s, iter=1.62e+03, step_size=0.893, tol=7.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2180.21it/s, iter=1.62e+03, step_size=0.893, tol=7.18e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2179.06it/s, iter=1.62e+03, step_size=0.893, tol=7.18e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2178.32it/s, iter=1.62e+03, step_size=0.893, tol=7.15e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2176.65it/s, iter=1.62e+03, step_size=0.893, tol=7.15e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2176.12it/s, iter=1.62e+03, step_size=0.893, tol=7.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2174.49it/s, iter=1.62e+03, step_size=0.893, tol=7.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2174.11it/s, iter=1.62e+03, step_size=0.893, tol=7.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2173.15it/s, iter=1.62e+03, step_size=0.893, tol=7.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2172.82it/s, iter=1.62e+03, step_size=0.893, tol=7.06e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2171.83it/s, iter=1.62e+03, step_size=0.893, tol=7.06e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2171.50it/s, iter=1.62e+03, step_size=0.893, tol=7.03e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2170.53it/s, iter=1.62e+03, step_size=0.893, tol=7.03e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2170.21it/s, iter=1.62e+03, step_size=0.893, tol=7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2169.25it/s, iter=1.62e+03, step_size=0.893, tol=7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2168.93it/s, iter=1.62e+03, step_size=0.893, tol=6.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2167.73it/s, iter=1.62e+03, step_size=0.893, tol=6.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2167.40it/s, iter=1.62e+03, step_size=0.893, tol=6.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2166.44it/s, iter=1.62e+03, step_size=0.893, tol=6.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2166.12it/s, iter=1.63e+03, step_size=0.893, tol=6.91e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2165.17it/s, iter=1.63e+03, step_size=0.893, tol=6.91e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2164.84it/s, iter=1.63e+03, step_size=0.893, tol=6.88e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2163.90it/s, iter=1.63e+03, step_size=0.893, tol=6.88e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2163.58it/s, iter=1.63e+03, step_size=0.893, tol=6.85e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2162.63it/s, iter=1.63e+03, step_size=0.893, tol=6.85e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2162.31it/s, iter=1.63e+03, step_size=0.893, tol=6.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2161.36it/s, iter=1.63e+03, step_size=0.893, tol=6.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2161.04it/s, iter=1.63e+03, step_size=0.893, tol=6.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2160.03it/s, iter=1.63e+03, step_size=0.893, tol=6.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2159.44it/s, iter=1.63e+03, step_size=0.893, tol=6.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2157.38it/s, iter=1.63e+03, step_size=0.893, tol=6.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2156.58it/s, iter=1.63e+03, step_size=0.893, tol=6.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2153.17it/s, iter=1.63e+03, step_size=0.893, tol=6.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2152.23it/s, iter=1.63e+03, step_size=0.893, tol=6.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2150.52it/s, iter=1.63e+03, step_size=0.893, tol=6.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2150.11it/s, iter=1.63e+03, step_size=0.893, tol=6.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2149.08it/s, iter=1.63e+03, step_size=0.893, tol=6.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2148.73it/s, iter=1.64e+03, step_size=0.893, tol=6.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2147.67it/s, iter=1.64e+03, step_size=0.893, tol=6.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2147.31it/s, iter=1.64e+03, step_size=0.893, tol=6.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2146.29it/s, iter=1.64e+03, step_size=0.893, tol=6.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2145.94it/s, iter=1.64e+03, step_size=0.893, tol=6.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2144.29it/s, iter=1.64e+03, step_size=0.893, tol=6.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2143.87it/s, iter=1.64e+03, step_size=0.893, tol=6.57e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2142.92it/s, iter=1.64e+03, step_size=0.893, tol=6.57e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2142.61it/s, iter=1.64e+03, step_size=0.893, tol=6.54e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2141.71it/s, iter=1.64e+03, step_size=0.893, tol=6.54e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2141.41it/s, iter=1.64e+03, step_size=0.893, tol=6.51e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2140.51it/s, iter=1.64e+03, step_size=0.893, tol=6.51e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2140.21it/s, iter=1.64e+03, step_size=0.893, tol=6.49e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2139.32it/s, iter=1.64e+03, step_size=0.893, tol=6.49e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2139.01it/s, iter=1.64e+03, step_size=0.893, tol=6.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2138.12it/s, iter=1.64e+03, step_size=0.893, tol=6.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2137.82it/s, iter=1.64e+03, step_size=0.893, tol=6.43e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2136.93it/s, iter=1.64e+03, step_size=0.893, tol=6.43e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2136.62it/s, iter=1.64e+03, step_size=0.893, tol=6.41e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2135.72it/s, iter=1.64e+03, step_size=0.893, tol=6.41e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2135.42it/s, iter=1.64e+03, step_size=0.893, tol=6.38e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2134.53it/s, iter=1.64e+03, step_size=0.893, tol=6.38e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2134.23it/s, iter=1.65e+03, step_size=0.893, tol=6.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2133.15it/s, iter=1.65e+03, step_size=0.893, tol=6.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2132.79it/s, iter=1.65e+03, step_size=0.893, tol=6.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2131.52it/s, iter=1.65e+03, step_size=0.893, tol=6.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2130.88it/s, iter=1.65e+03, step_size=0.893, tol=6.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2129.93it/s, iter=1.65e+03, step_size=0.893, tol=6.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2129.62it/s, iter=1.65e+03, step_size=0.893, tol=6.27e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2128.69it/s, iter=1.65e+03, step_size=0.893, tol=6.27e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2128.38it/s, iter=1.65e+03, step_size=0.893, tol=6.25e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2127.44it/s, iter=1.65e+03, step_size=0.893, tol=6.25e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2127.13it/s, iter=1.65e+03, step_size=0.893, tol=6.22e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2126.21it/s, iter=1.65e+03, step_size=0.893, tol=6.22e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2125.90it/s, iter=1.65e+03, step_size=0.893, tol=6.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2124.96it/s, iter=1.65e+03, step_size=0.893, tol=6.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2124.64it/s, iter=1.65e+03, step_size=0.893, tol=6.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2123.73it/s, iter=1.65e+03, step_size=0.893, tol=6.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2123.42it/s, iter=1.65e+03, step_size=0.893, tol=6.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2122.50it/s, iter=1.65e+03, step_size=0.893, tol=6.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2122.19it/s, iter=1.66e+03, step_size=0.893, tol=6.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2121.07it/s, iter=1.66e+03, step_size=0.893, tol=6.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2120.76it/s, iter=1.66e+03, step_size=0.893, tol=6.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2119.85it/s, iter=1.66e+03, step_size=0.893, tol=6.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2119.52it/s, iter=1.66e+03, step_size=0.893, tol=6.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2118.60it/s, iter=1.66e+03, step_size=0.893, tol=6.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2118.28it/s, iter=1.66e+03, step_size=0.893, tol=6.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2117.37it/s, iter=1.66e+03, step_size=0.893, tol=6.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2117.06it/s, iter=1.66e+03, step_size=0.893, tol=6.01e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2116.18it/s, iter=1.66e+03, step_size=0.893, tol=6.01e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2115.90it/s, iter=1.66e+03, step_size=0.893, tol=5.99e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2115.06it/s, iter=1.66e+03, step_size=0.893, tol=5.99e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2114.78it/s, iter=1.66e+03, step_size=0.893, tol=5.96e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2113.94it/s, iter=1.66e+03, step_size=0.893, tol=5.96e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2113.65it/s, iter=1.66e+03, step_size=0.893, tol=5.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2112.81it/s, iter=1.66e+03, step_size=0.893, tol=5.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2112.53it/s, iter=1.66e+03, step_size=0.893, tol=5.91e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2110.91it/s, iter=1.66e+03, step_size=0.893, tol=5.91e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2110.26it/s, iter=1.66e+03, step_size=0.893, tol=5.89e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2107.58it/s, iter=1.66e+03, step_size=0.893, tol=5.89e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2107.01it/s, iter=1.66e+03, step_size=0.893, tol=5.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2104.55it/s, iter=1.66e+03, step_size=0.893, tol=5.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2103.98it/s, iter=1.67e+03, step_size=0.893, tol=5.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2102.46it/s, iter=1.67e+03, step_size=0.893, tol=5.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2102.13it/s, iter=1.67e+03, step_size=0.893, tol=5.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2101.15it/s, iter=1.67e+03, step_size=0.893, tol=5.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2100.84it/s, iter=1.67e+03, step_size=0.893, tol=5.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2099.94it/s, iter=1.67e+03, step_size=0.893, tol=5.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2099.63it/s, iter=1.67e+03, step_size=0.893, tol=5.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2098.49it/s, iter=1.67e+03, step_size=0.893, tol=5.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2098.19it/s, iter=1.67e+03, step_size=0.893, tol=5.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2097.33it/s, iter=1.67e+03, step_size=0.893, tol=5.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2097.04it/s, iter=1.67e+03, step_size=0.893, tol=5.72e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2096.18it/s, iter=1.67e+03, step_size=0.893, tol=5.72e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2095.89it/s, iter=1.67e+03, step_size=0.893, tol=5.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2094.90it/s, iter=1.67e+03, step_size=0.893, tol=5.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2094.61it/s, iter=1.67e+03, step_size=0.893, tol=5.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2093.75it/s, iter=1.67e+03, step_size=0.893, tol=5.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2093.45it/s, iter=1.67e+03, step_size=0.893, tol=5.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2092.59it/s, iter=1.67e+03, step_size=0.893, tol=5.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2092.30it/s, iter=1.68e+03, step_size=0.893, tol=5.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2091.44it/s, iter=1.68e+03, step_size=0.893, tol=5.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2091.15it/s, iter=1.68e+03, step_size=0.893, tol=5.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2090.31it/s, iter=1.68e+03, step_size=0.893, tol=5.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2090.02it/s, iter=1.68e+03, step_size=0.893, tol=5.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2089.03it/s, iter=1.68e+03, step_size=0.893, tol=5.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2088.70it/s, iter=1.68e+03, step_size=0.893, tol=5.55e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2087.25it/s, iter=1.68e+03, step_size=0.893, tol=5.55e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2086.91it/s, iter=1.68e+03, step_size=0.893, tol=5.53e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2085.55it/s, iter=1.68e+03, step_size=0.893, tol=5.53e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2085.25it/s, iter=1.68e+03, step_size=0.893, tol=5.51e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2084.41it/s, iter=1.68e+03, step_size=0.893, tol=5.51e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2084.12it/s, iter=1.68e+03, step_size=0.893, tol=5.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2083.28it/s, iter=1.68e+03, step_size=0.893, tol=5.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2082.96it/s, iter=1.68e+03, step_size=0.893, tol=5.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2081.49it/s, iter=1.68e+03, step_size=0.893, tol=5.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2080.99it/s, iter=1.68e+03, step_size=0.893, tol=5.44e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2079.30it/s, iter=1.68e+03, step_size=0.893, tol=5.44e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2078.76it/s, iter=1.68e+03, step_size=0.893, tol=5.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2077.74it/s, iter=1.68e+03, step_size=0.893, tol=5.42e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2077.46it/s, iter=1.68e+03, step_size=0.893, tol=5.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2076.33it/s, iter=1.68e+03, step_size=0.893, tol=5.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2076.04it/s, iter=1.69e+03, step_size=0.893, tol=5.37e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2075.21it/s, iter=1.69e+03, step_size=0.893, tol=5.37e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2074.89it/s, iter=1.69e+03, step_size=0.893, tol=5.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2074.09it/s, iter=1.69e+03, step_size=0.893, tol=5.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2073.82it/s, iter=1.69e+03, step_size=0.893, tol=5.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2073.03it/s, iter=1.69e+03, step_size=0.893, tol=5.33e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2072.76it/s, iter=1.69e+03, step_size=0.893, tol=5.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2071.97it/s, iter=1.69e+03, step_size=0.893, tol=5.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2071.70it/s, iter=1.69e+03, step_size=0.893, tol=5.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2070.91it/s, iter=1.69e+03, step_size=0.893, tol=5.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2070.63it/s, iter=1.69e+03, step_size=0.893, tol=5.26e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2069.85it/s, iter=1.69e+03, step_size=0.893, tol=5.26e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2069.57it/s, iter=1.69e+03, step_size=0.893, tol=5.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2068.68it/s, iter=1.69e+03, step_size=0.893, tol=5.24e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2068.41it/s, iter=1.69e+03, step_size=0.893, tol=5.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2067.62it/s, iter=1.69e+03, step_size=0.893, tol=5.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2067.25it/s, iter=1.69e+03, step_size=0.893, tol=5.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2066.45it/s, iter=1.69e+03, step_size=0.893, tol=5.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2066.10it/s, iter=1.7e+03, step_size=0.893, tol=5.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2064.06it/s, iter=1.7e+03, step_size=0.893, tol=5.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2063.45it/s, iter=1.7e+03, step_size=0.893, tol=5.15e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2061.51it/s, iter=1.7e+03, step_size=0.893, tol=5.15e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2061.09it/s, iter=1.7e+03, step_size=0.893, tol=5.13e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2059.94it/s, iter=1.7e+03, step_size=0.893, tol=5.13e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2059.59it/s, iter=1.7e+03, step_size=0.893, tol=5.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2058.46it/s, iter=1.7e+03, step_size=0.893, tol=5.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2058.13it/s, iter=1.7e+03, step_size=0.893, tol=5.08e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2057.18it/s, iter=1.7e+03, step_size=0.893, tol=5.08e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2056.85it/s, iter=1.7e+03, step_size=0.893, tol=5.06e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2055.90it/s, iter=1.7e+03, step_size=0.893, tol=5.06e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2055.58it/s, iter=1.7e+03, step_size=0.893, tol=5.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2054.42it/s, iter=1.7e+03, step_size=0.893, tol=5.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2054.10it/s, iter=1.7e+03, step_size=0.893, tol=5.02e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2053.15it/s, iter=1.7e+03, step_size=0.893, tol=5.02e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2052.83it/s, iter=1.7e+03, step_size=0.893, tol=5e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2051.88it/s, iter=1.7e+03, step_size=0.893, tol=5e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2051.56it/s, iter=1.7e+03, step_size=0.893, tol=4.98e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2050.62it/s, iter=1.7e+03, step_size=0.893, tol=4.98e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2050.30it/s, iter=1.70e+03, step_size=0.893, tol=4.96e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2049.36it/s, iter=1.70e+03, step_size=0.893, tol=4.96e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2049.04it/s, iter=1.71e+03, step_size=0.893, tol=4.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2048.07it/s, iter=1.71e+03, step_size=0.893, tol=4.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2047.78it/s, iter=1.71e+03, step_size=0.893, tol=4.92e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2046.91it/s, iter=1.71e+03, step_size=0.893, tol=4.92e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2046.62it/s, iter=1.71e+03, step_size=0.893, tol=4.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2045.77it/s, iter=1.71e+03, step_size=0.893, tol=4.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2045.48it/s, iter=1.71e+03, step_size=0.893, tol=4.88e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2044.51it/s, iter=1.71e+03, step_size=0.893, tol=4.88e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2044.18it/s, iter=1.71e+03, step_size=0.893, tol=4.86e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2043.10it/s, iter=1.71e+03, step_size=0.893, tol=4.86e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2042.49it/s, iter=1.71e+03, step_size=0.893, tol=4.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2041.57it/s, iter=1.71e+03, step_size=0.893, tol=4.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2041.28it/s, iter=1.71e+03, step_size=0.893, tol=4.81e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2040.43it/s, iter=1.71e+03, step_size=0.893, tol=4.81e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2040.14it/s, iter=1.71e+03, step_size=0.893, tol=4.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2039.26it/s, iter=1.71e+03, step_size=0.893, tol=4.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2038.97it/s, iter=1.71e+03, step_size=0.893, tol=4.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2038.12it/s, iter=1.71e+03, step_size=0.893, tol=4.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2037.84it/s, iter=1.72e+03, step_size=0.893, tol=4.75e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2036.60it/s, iter=1.72e+03, step_size=0.893, tol=4.75e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2036.09it/s, iter=1.72e+03, step_size=0.893, tol=4.73e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2034.60it/s, iter=1.72e+03, step_size=0.893, tol=4.73e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2034.27it/s, iter=1.72e+03, step_size=0.893, tol=4.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2033.23it/s, iter=1.72e+03, step_size=0.893, tol=4.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2032.89it/s, iter=1.72e+03, step_size=0.893, tol=4.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2032.00it/s, iter=1.72e+03, step_size=0.893, tol=4.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2031.72it/s, iter=1.72e+03, step_size=0.893, tol=4.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2030.88it/s, iter=1.72e+03, step_size=0.893, tol=4.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2030.58it/s, iter=1.72e+03, step_size=0.893, tol=4.66e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2029.74it/s, iter=1.72e+03, step_size=0.893, tol=4.66e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2029.45it/s, iter=1.72e+03, step_size=0.893, tol=4.64e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2028.59it/s, iter=1.72e+03, step_size=0.893, tol=4.64e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2028.30it/s, iter=1.72e+03, step_size=0.893, tol=4.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2027.11it/s, iter=1.72e+03, step_size=0.893, tol=4.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2026.81it/s, iter=1.72e+03, step_size=0.893, tol=4.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2025.97it/s, iter=1.72e+03, step_size=0.893, tol=4.6e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2025.69it/s, iter=1.72e+03, step_size=0.893, tol=4.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2024.85it/s, iter=1.72e+03, step_size=0.893, tol=4.58e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2024.57it/s, iter=1.72e+03, step_size=0.893, tol=4.56e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2023.73it/s, iter=1.72e+03, step_size=0.893, tol=4.56e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2023.20it/s, iter=1.73e+03, step_size=0.893, tol=4.54e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2021.74it/s, iter=1.73e+03, step_size=0.893, tol=4.54e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2020.76it/s, iter=1.73e+03, step_size=0.893, tol=4.52e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2019.31it/s, iter=1.73e+03, step_size=0.893, tol=4.52e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2018.93it/s, iter=1.73e+03, step_size=0.893, tol=4.5e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2017.98it/s, iter=1.73e+03, step_size=0.893, tol=4.5e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2017.66it/s, iter=1.73e+03, step_size=0.893, tol=4.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2016.73it/s, iter=1.73e+03, step_size=0.893, tol=4.48e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2016.42it/s, iter=1.73e+03, step_size=0.893, tol=4.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2015.42it/s, iter=1.73e+03, step_size=0.893, tol=4.46e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2015.10it/s, iter=1.73e+03, step_size=0.893, tol=4.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2014.10it/s, iter=1.73e+03, step_size=0.893, tol=4.45e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2013.78it/s, iter=1.73e+03, step_size=0.893, tol=4.43e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2012.66it/s, iter=1.73e+03, step_size=0.893, tol=4.43e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2012.35it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2011.44it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2011.13it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2010.22it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2009.89it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2008.96it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2008.63it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2007.81it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2007.52it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2006.71it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2006.43it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2005.61it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2005.33it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2004.51it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2004.24it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2003.43it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2003.15it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2002.17it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2001.88it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2000.34it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 2000.06it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1999.24it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1998.96it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1998.12it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1997.83it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1997.02it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1996.74it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1995.92it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1995.64it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1994.89it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1994.63it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1993.47it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1993.04it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1991.75it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1991.43it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1990.50it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1990.16it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1989.35it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1989.08it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1988.26it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1987.98it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1987.17it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1986.89it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1986.07it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1985.79it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1984.98it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1984.70it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1983.88it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1983.60it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1982.67it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1982.40it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1981.15it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1980.69it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1979.73it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1979.41it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1977.81it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1977.19it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1976.38it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1976.13it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1975.37it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1975.12it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1974.39it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1974.14it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1973.42it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1973.17it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1972.22it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1971.97it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1971.24it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1970.96it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1970.24it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1970.00it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1969.29it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1969.05it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1968.34it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1968.10it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1967.37it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1967.13it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1966.42it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1966.18it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1965.47it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1965.23it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1964.51it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1964.27it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1963.56it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1963.31it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1962.37it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1962.13it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1960.74it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1960.49it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1959.77it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1959.53it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1958.82it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1958.56it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1957.85it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1957.61it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1956.91it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD: 31%|###1 | 1574/5000 [00:00<00:01, 1956.67it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2215.04it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2214.23it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2213.95it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2213.14it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2212.87it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2212.08it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2211.81it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2210.45it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2209.85it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2208.36it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2207.91it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2207.12it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2206.85it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2206.06it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2205.79it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2205.00it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2204.73it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2203.95it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2203.68it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2202.90it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2202.63it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2201.77it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2201.50it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2200.72it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2200.19it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2199.40it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2198.71it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2197.73it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2197.45it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2196.66it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2196.39it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2195.59it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2195.31it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2194.40it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2193.95it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2192.56it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2192.25it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2191.47it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2191.21it/s, iter=1.8e+03, step_size=0.893, tol=3.33e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2190.43it/s, iter=1.8e+03, step_size=0.893, tol=3.33e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2190.17it/s, iter=1.8e+03, step_size=0.893, tol=3.31e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2189.15it/s, iter=1.8e+03, step_size=0.893, tol=3.31e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2188.88it/s, iter=1.8e+03, step_size=0.893, tol=3.3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2188.10it/s, iter=1.8e+03, step_size=0.893, tol=3.3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2187.83it/s, iter=1.8e+03, step_size=0.893, tol=3.29e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2187.06it/s, iter=1.8e+03, step_size=0.893, tol=3.29e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2186.79it/s, iter=1.8e+03, step_size=0.893, tol=3.27e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2186.01it/s, iter=1.8e+03, step_size=0.893, tol=3.27e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2185.75it/s, iter=1.80e+03, step_size=0.893, tol=3.26e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2184.97it/s, iter=1.80e+03, step_size=0.893, tol=3.26e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2184.71it/s, iter=1.81e+03, step_size=0.893, tol=3.25e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2183.93it/s, iter=1.81e+03, step_size=0.893, tol=3.25e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2183.67it/s, iter=1.81e+03, step_size=0.893, tol=3.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2182.88it/s, iter=1.81e+03, step_size=0.893, tol=3.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2182.62it/s, iter=1.81e+03, step_size=0.893, tol=3.22e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2181.83it/s, iter=1.81e+03, step_size=0.893, tol=3.22e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2181.56it/s, iter=1.81e+03, step_size=0.893, tol=3.21e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2180.79it/s, iter=1.81e+03, step_size=0.893, tol=3.21e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2180.52it/s, iter=1.81e+03, step_size=0.893, tol=3.19e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2179.75it/s, iter=1.81e+03, step_size=0.893, tol=3.19e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2179.49it/s, iter=1.81e+03, step_size=0.893, tol=3.18e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2178.49it/s, iter=1.81e+03, step_size=0.893, tol=3.18e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2178.23it/s, iter=1.81e+03, step_size=0.893, tol=3.17e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2176.87it/s, iter=1.81e+03, step_size=0.893, tol=3.17e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2176.47it/s, iter=1.81e+03, step_size=0.893, tol=3.15e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2175.61it/s, iter=1.81e+03, step_size=0.893, tol=3.15e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2175.31it/s, iter=1.81e+03, step_size=0.893, tol=3.14e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2174.47it/s, iter=1.81e+03, step_size=0.893, tol=3.14e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2174.16it/s, iter=1.82e+03, step_size=0.893, tol=3.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2173.30it/s, iter=1.82e+03, step_size=0.893, tol=3.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2173.02it/s, iter=1.82e+03, step_size=0.893, tol=3.11e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2172.17it/s, iter=1.82e+03, step_size=0.893, tol=3.11e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2171.88it/s, iter=1.82e+03, step_size=0.893, tol=3.1e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2171.01it/s, iter=1.82e+03, step_size=0.893, tol=3.1e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2170.72it/s, iter=1.82e+03, step_size=0.893, tol=3.09e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2169.87it/s, iter=1.82e+03, step_size=0.893, tol=3.09e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2169.58it/s, iter=1.82e+03, step_size=0.893, tol=3.07e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2168.73it/s, iter=1.82e+03, step_size=0.893, tol=3.07e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2168.33it/s, iter=1.82e+03, step_size=0.893, tol=3.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2167.35it/s, iter=1.82e+03, step_size=0.893, tol=3.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2167.05it/s, iter=1.82e+03, step_size=0.893, tol=3.05e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2165.98it/s, iter=1.82e+03, step_size=0.893, tol=3.05e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2165.46it/s, iter=1.82e+03, step_size=0.893, tol=3.04e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2164.14it/s, iter=1.82e+03, step_size=0.893, tol=3.04e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2163.70it/s, iter=1.82e+03, step_size=0.893, tol=3.02e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2162.77it/s, iter=1.82e+03, step_size=0.893, tol=3.02e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2162.45it/s, iter=1.82e+03, step_size=0.893, tol=3.01e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2161.53it/s, iter=1.82e+03, step_size=0.893, tol=3.01e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2161.22it/s, iter=1.82e+03, step_size=0.893, tol=3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2160.29it/s, iter=1.82e+03, step_size=0.893, tol=3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2159.98it/s, iter=1.83e+03, step_size=0.893, tol=2.98e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2158.94it/s, iter=1.83e+03, step_size=0.893, tol=2.98e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2158.62it/s, iter=1.83e+03, step_size=0.893, tol=2.97e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2157.58it/s, iter=1.83e+03, step_size=0.893, tol=2.97e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2157.27it/s, iter=1.83e+03, step_size=0.893, tol=2.96e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2155.81it/s, iter=1.83e+03, step_size=0.893, tol=2.96e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2155.48it/s, iter=1.83e+03, step_size=0.893, tol=2.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2154.54it/s, iter=1.83e+03, step_size=0.893, tol=2.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2154.22it/s, iter=1.83e+03, step_size=0.893, tol=2.93e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2153.30it/s, iter=1.83e+03, step_size=0.893, tol=2.93e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2152.96it/s, iter=1.83e+03, step_size=0.893, tol=2.92e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2152.01it/s, iter=1.83e+03, step_size=0.893, tol=2.92e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2151.70it/s, iter=1.83e+03, step_size=0.893, tol=2.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2150.78it/s, iter=1.83e+03, step_size=0.893, tol=2.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2150.46it/s, iter=1.83e+03, step_size=0.893, tol=2.9e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2149.16it/s, iter=1.83e+03, step_size=0.893, tol=2.9e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2148.46it/s, iter=1.83e+03, step_size=0.893, tol=2.89e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2147.61it/s, iter=1.83e+03, step_size=0.893, tol=2.89e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2147.11it/s, iter=1.84e+03, step_size=0.893, tol=2.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2146.28it/s, iter=1.84e+03, step_size=0.893, tol=2.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2146.00it/s, iter=1.84e+03, step_size=0.893, tol=2.86e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2145.16it/s, iter=1.84e+03, step_size=0.893, tol=2.86e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2144.88it/s, iter=1.84e+03, step_size=0.893, tol=2.85e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2144.05it/s, iter=1.84e+03, step_size=0.893, tol=2.85e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2143.77it/s, iter=1.84e+03, step_size=0.893, tol=2.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2142.94it/s, iter=1.84e+03, step_size=0.893, tol=2.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2142.66it/s, iter=1.84e+03, step_size=0.893, tol=2.83e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2141.84it/s, iter=1.84e+03, step_size=0.893, tol=2.83e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2141.56it/s, iter=1.84e+03, step_size=0.893, tol=2.81e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2140.74it/s, iter=1.84e+03, step_size=0.893, tol=2.81e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2140.46it/s, iter=1.84e+03, step_size=0.893, tol=2.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2139.64it/s, iter=1.84e+03, step_size=0.893, tol=2.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2139.35it/s, iter=1.84e+03, step_size=0.893, tol=2.79e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2138.53it/s, iter=1.84e+03, step_size=0.893, tol=2.79e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2138.25it/s, iter=1.84e+03, step_size=0.893, tol=2.78e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2137.44it/s, iter=1.84e+03, step_size=0.893, tol=2.78e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2137.08it/s, iter=1.84e+03, step_size=0.893, tol=2.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2136.26it/s, iter=1.84e+03, step_size=0.893, tol=2.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2135.91it/s, iter=1.84e+03, step_size=0.893, tol=2.76e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2134.69it/s, iter=1.84e+03, step_size=0.893, tol=2.76e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2134.42it/s, iter=1.85e+03, step_size=0.893, tol=2.74e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2133.65it/s, iter=1.85e+03, step_size=0.893, tol=2.74e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2133.39it/s, iter=1.85e+03, step_size=0.893, tol=2.73e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2132.62it/s, iter=1.85e+03, step_size=0.893, tol=2.73e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2132.36it/s, iter=1.85e+03, step_size=0.893, tol=2.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2131.59it/s, iter=1.85e+03, step_size=0.893, tol=2.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2131.34it/s, iter=1.85e+03, step_size=0.893, tol=2.71e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2130.58it/s, iter=1.85e+03, step_size=0.893, tol=2.71e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2130.32it/s, iter=1.85e+03, step_size=0.893, tol=2.7e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2129.54it/s, iter=1.85e+03, step_size=0.893, tol=2.7e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2129.28it/s, iter=1.85e+03, step_size=0.893, tol=2.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2128.53it/s, iter=1.85e+03, step_size=0.893, tol=2.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2128.27it/s, iter=1.85e+03, step_size=0.893, tol=2.68e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2127.51it/s, iter=1.85e+03, step_size=0.893, tol=2.68e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2127.26it/s, iter=1.85e+03, step_size=0.893, tol=2.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2126.28it/s, iter=1.85e+03, step_size=0.893, tol=2.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2126.01it/s, iter=1.85e+03, step_size=0.893, tol=2.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2125.26it/s, iter=1.85e+03, step_size=0.893, tol=2.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2124.97it/s, iter=1.86e+03, step_size=0.893, tol=2.64e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2124.23it/s, iter=1.86e+03, step_size=0.893, tol=2.64e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2123.98it/s, iter=1.86e+03, step_size=0.893, tol=2.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2123.07it/s, iter=1.86e+03, step_size=0.893, tol=2.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2122.62it/s, iter=1.86e+03, step_size=0.893, tol=2.62e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2121.17it/s, iter=1.86e+03, step_size=0.893, tol=2.62e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2120.67it/s, iter=1.86e+03, step_size=0.893, tol=2.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2119.81it/s, iter=1.86e+03, step_size=0.893, tol=2.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2119.55it/s, iter=1.86e+03, step_size=0.893, tol=2.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2118.81it/s, iter=1.86e+03, step_size=0.893, tol=2.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2118.56it/s, iter=1.86e+03, step_size=0.893, tol=2.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2117.83it/s, iter=1.86e+03, step_size=0.893, tol=2.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2117.58it/s, iter=1.86e+03, step_size=0.893, tol=2.58e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2116.69it/s, iter=1.86e+03, step_size=0.893, tol=2.58e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2116.39it/s, iter=1.86e+03, step_size=0.893, tol=2.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2115.67it/s, iter=1.86e+03, step_size=0.893, tol=2.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2115.42it/s, iter=1.86e+03, step_size=0.893, tol=2.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2114.70it/s, iter=1.86e+03, step_size=0.893, tol=2.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2114.45it/s, iter=1.86e+03, step_size=0.893, tol=2.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2113.73it/s, iter=1.86e+03, step_size=0.893, tol=2.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2113.48it/s, iter=1.86e+03, step_size=0.893, tol=2.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2112.76it/s, iter=1.86e+03, step_size=0.893, tol=2.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2112.52it/s, iter=1.87e+03, step_size=0.893, tol=2.52e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2111.79it/s, iter=1.87e+03, step_size=0.893, tol=2.52e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2111.47it/s, iter=1.87e+03, step_size=0.893, tol=2.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2110.75it/s, iter=1.87e+03, step_size=0.893, tol=2.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2110.07it/s, iter=1.87e+03, step_size=0.893, tol=2.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2109.21it/s, iter=1.87e+03, step_size=0.893, tol=2.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2108.96it/s, iter=1.87e+03, step_size=0.893, tol=2.49e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2108.15it/s, iter=1.87e+03, step_size=0.893, tol=2.49e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2107.91it/s, iter=1.87e+03, step_size=0.893, tol=2.48e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2106.58it/s, iter=1.87e+03, step_size=0.893, tol=2.48e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2105.98it/s, iter=1.87e+03, step_size=0.893, tol=2.47e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2103.96it/s, iter=1.87e+03, step_size=0.893, tol=2.47e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2103.31it/s, iter=1.87e+03, step_size=0.893, tol=2.46e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2101.60it/s, iter=1.87e+03, step_size=0.893, tol=2.46e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2101.24it/s, iter=1.87e+03, step_size=0.893, tol=2.45e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2100.05it/s, iter=1.87e+03, step_size=0.893, tol=2.45e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2099.76it/s, iter=1.87e+03, step_size=0.893, tol=2.44e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2098.75it/s, iter=1.87e+03, step_size=0.893, tol=2.44e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2098.47it/s, iter=1.88e+03, step_size=0.893, tol=2.43e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2097.67it/s, iter=1.88e+03, step_size=0.893, tol=2.43e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2097.40it/s, iter=1.88e+03, step_size=0.893, tol=2.42e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2096.39it/s, iter=1.88e+03, step_size=0.893, tol=2.42e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2096.13it/s, iter=1.88e+03, step_size=0.893, tol=2.41e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2094.86it/s, iter=1.88e+03, step_size=0.893, tol=2.41e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2094.49it/s, iter=1.88e+03, step_size=0.893, tol=2.4e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2093.72it/s, iter=1.88e+03, step_size=0.893, tol=2.4e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2093.47it/s, iter=1.88e+03, step_size=0.893, tol=2.39e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2092.70it/s, iter=1.88e+03, step_size=0.893, tol=2.39e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2092.42it/s, iter=1.88e+03, step_size=0.893, tol=2.38e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2091.66it/s, iter=1.88e+03, step_size=0.893, tol=2.38e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2091.40it/s, iter=1.88e+03, step_size=0.893, tol=2.37e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2090.65it/s, iter=1.88e+03, step_size=0.893, tol=2.37e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2090.39it/s, iter=1.88e+03, step_size=0.893, tol=2.36e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2089.61it/s, iter=1.88e+03, step_size=0.893, tol=2.36e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2089.35it/s, iter=1.88e+03, step_size=0.893, tol=2.35e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2088.59it/s, iter=1.88e+03, step_size=0.893, tol=2.35e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2088.32it/s, iter=1.88e+03, step_size=0.893, tol=2.34e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2087.55it/s, iter=1.88e+03, step_size=0.893, tol=2.34e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2087.31it/s, iter=1.88e+03, step_size=0.893, tol=2.33e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2086.39it/s, iter=1.88e+03, step_size=0.893, tol=2.33e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2086.14it/s, iter=1.89e+03, step_size=0.893, tol=2.32e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2085.44it/s, iter=1.89e+03, step_size=0.893, tol=2.32e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2085.19it/s, iter=1.89e+03, step_size=0.893, tol=2.31e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2084.49it/s, iter=1.89e+03, step_size=0.893, tol=2.31e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2084.25it/s, iter=1.89e+03, step_size=0.893, tol=2.3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2083.54it/s, iter=1.89e+03, step_size=0.893, tol=2.3e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2083.30it/s, iter=1.89e+03, step_size=0.893, tol=2.29e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2082.53it/s, iter=1.89e+03, step_size=0.893, tol=2.29e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2082.29it/s, iter=1.89e+03, step_size=0.893, tol=2.28e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2081.59it/s, iter=1.89e+03, step_size=0.893, tol=2.28e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2081.35it/s, iter=1.89e+03, step_size=0.893, tol=2.27e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2080.65it/s, iter=1.89e+03, step_size=0.893, tol=2.27e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2080.41it/s, iter=1.89e+03, step_size=0.893, tol=2.26e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2079.71it/s, iter=1.89e+03, step_size=0.893, tol=2.26e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2079.48it/s, iter=1.89e+03, step_size=0.893, tol=2.25e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2078.78it/s, iter=1.89e+03, step_size=0.893, tol=2.25e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2078.54it/s, iter=1.89e+03, step_size=0.893, tol=2.24e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2077.84it/s, iter=1.89e+03, step_size=0.893, tol=2.24e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2077.60it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2076.75it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2076.51it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2075.81it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2075.57it/s, iter=1.9e+03, step_size=0.893, tol=2.22e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2074.85it/s, iter=1.9e+03, step_size=0.893, tol=2.22e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2074.61it/s, iter=1.9e+03, step_size=0.893, tol=2.21e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2073.92it/s, iter=1.9e+03, step_size=0.893, tol=2.21e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2073.68it/s, iter=1.9e+03, step_size=0.893, tol=2.2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2072.98it/s, iter=1.9e+03, step_size=0.893, tol=2.2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2072.74it/s, iter=1.9e+03, step_size=0.893, tol=2.19e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2072.04it/s, iter=1.9e+03, step_size=0.893, tol=2.19e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2071.80it/s, iter=1.9e+03, step_size=0.893, tol=2.18e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2070.64it/s, iter=1.9e+03, step_size=0.893, tol=2.18e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2070.39it/s, iter=1.9e+03, step_size=0.893, tol=2.17e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2069.68it/s, iter=1.9e+03, step_size=0.893, tol=2.17e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2069.43it/s, iter=1.9e+03, step_size=0.893, tol=2.16e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2068.73it/s, iter=1.9e+03, step_size=0.893, tol=2.16e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2068.49it/s, iter=1.9e+03, step_size=0.893, tol=2.15e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2067.66it/s, iter=1.9e+03, step_size=0.893, tol=2.15e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2067.27it/s, iter=1.90e+03, step_size=0.893, tol=2.14e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2065.49it/s, iter=1.90e+03, step_size=0.893, tol=2.14e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2064.77it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2063.09it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2062.40it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2060.82it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2060.18it/s, iter=1.91e+03, step_size=0.893, tol=2.12e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2059.31it/s, iter=1.91e+03, step_size=0.893, tol=2.12e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2058.98it/s, iter=1.91e+03, step_size=0.893, tol=2.11e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2057.98it/s, iter=1.91e+03, step_size=0.893, tol=2.11e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2057.71it/s, iter=1.91e+03, step_size=0.893, tol=2.1e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2056.94it/s, iter=1.91e+03, step_size=0.893, tol=2.1e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2056.68it/s, iter=1.91e+03, step_size=0.893, tol=2.09e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2055.93it/s, iter=1.91e+03, step_size=0.893, tol=2.09e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2055.67it/s, iter=1.91e+03, step_size=0.893, tol=2.08e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2054.91it/s, iter=1.91e+03, step_size=0.893, tol=2.08e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2054.65it/s, iter=1.91e+03, step_size=0.893, tol=2.07e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2053.87it/s, iter=1.91e+03, step_size=0.893, tol=2.07e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2053.56it/s, iter=1.91e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2052.79it/s, iter=1.91e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2052.53it/s, iter=1.92e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2051.05it/s, iter=1.92e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2050.74it/s, iter=1.92e+03, step_size=0.893, tol=2.05e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2049.63it/s, iter=1.92e+03, step_size=0.893, tol=2.05e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2049.36it/s, iter=1.92e+03, step_size=0.893, tol=2.04e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2048.43it/s, iter=1.92e+03, step_size=0.893, tol=2.04e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2048.17it/s, iter=1.92e+03, step_size=0.893, tol=2.03e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2047.40it/s, iter=1.92e+03, step_size=0.893, tol=2.03e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2047.14it/s, iter=1.92e+03, step_size=0.893, tol=2.02e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2046.38it/s, iter=1.92e+03, step_size=0.893, tol=2.02e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2046.01it/s, iter=1.92e+03, step_size=0.893, tol=2.01e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2045.07it/s, iter=1.92e+03, step_size=0.893, tol=2.01e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2044.81it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2044.06it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2043.80it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2043.05it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2042.79it/s, iter=1.92e+03, step_size=0.893, tol=1.99e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2041.89it/s, iter=1.92e+03, step_size=0.893, tol=1.99e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2041.48it/s, iter=1.92e+03, step_size=0.893, tol=1.98e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2040.49it/s, iter=1.92e+03, step_size=0.893, tol=1.98e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2039.93it/s, iter=1.92e+03, step_size=0.893, tol=1.97e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2038.94it/s, iter=1.92e+03, step_size=0.893, tol=1.97e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2038.69it/s, iter=1.93e+03, step_size=0.893, tol=1.96e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2037.94it/s, iter=1.93e+03, step_size=0.893, tol=1.96e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2037.68it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2036.94it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2036.69it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2035.94it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2035.69it/s, iter=1.93e+03, step_size=0.893, tol=1.94e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2034.95it/s, iter=1.93e+03, step_size=0.893, tol=1.94e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2034.69it/s, iter=1.93e+03, step_size=0.893, tol=1.93e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2033.96it/s, iter=1.93e+03, step_size=0.893, tol=1.93e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2033.71it/s, iter=1.93e+03, step_size=0.893, tol=1.92e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2032.50it/s, iter=1.93e+03, step_size=0.893, tol=1.92e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2032.23it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2031.49it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2031.24it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2030.48it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2030.22it/s, iter=1.93e+03, step_size=0.893, tol=1.9e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2029.31it/s, iter=1.93e+03, step_size=0.893, tol=1.9e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2029.06it/s, iter=1.94e+03, step_size=0.893, tol=1.89e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2028.30it/s, iter=1.94e+03, step_size=0.893, tol=1.89e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2027.83it/s, iter=1.94e+03, step_size=0.893, tol=1.88e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2026.29it/s, iter=1.94e+03, step_size=0.893, tol=1.88e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2025.84it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2024.51it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2024.03it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2023.10it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2022.78it/s, iter=1.94e+03, step_size=0.893, tol=1.86e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2021.96it/s, iter=1.94e+03, step_size=0.893, tol=1.86e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2021.73it/s, iter=1.94e+03, step_size=0.893, tol=1.85e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2021.05it/s, iter=1.94e+03, step_size=0.893, tol=1.85e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2020.61it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2019.93it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2019.70it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2019.02it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2018.79it/s, iter=1.94e+03, step_size=0.893, tol=1.83e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2018.11it/s, iter=1.94e+03, step_size=0.893, tol=1.83e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2017.89it/s, iter=1.94e+03, step_size=0.893, tol=1.82e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2017.21it/s, iter=1.94e+03, step_size=0.893, tol=1.82e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2016.98it/s, iter=1.94e+03, step_size=0.893, tol=1.81e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2016.28it/s, iter=1.94e+03, step_size=0.893, tol=1.81e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2016.06it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2015.39it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2014.99it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2013.66it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2013.42it/s, iter=1.95e+03, step_size=0.893, tol=1.79e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2012.74it/s, iter=1.95e+03, step_size=0.893, tol=1.79e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2012.51it/s, iter=1.95e+03, step_size=0.893, tol=1.78e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2011.79it/s, iter=1.95e+03, step_size=0.893, tol=1.78e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2011.37it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2010.67it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2010.43it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2009.74it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2009.50it/s, iter=1.95e+03, step_size=0.893, tol=1.76e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2008.84it/s, iter=1.95e+03, step_size=0.893, tol=1.76e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2008.61it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2007.96it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2007.73it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2007.08it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2006.85it/s, iter=1.96e+03, step_size=0.893, tol=1.74e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2006.20it/s, iter=1.96e+03, step_size=0.893, tol=1.74e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2005.98it/s, iter=1.96e+03, step_size=0.893, tol=1.73e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2005.32it/s, iter=1.96e+03, step_size=0.893, tol=1.73e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2005.10it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2004.44it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2004.22it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2003.26it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2002.91it/s, iter=1.96e+03, step_size=0.893, tol=1.71e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2001.66it/s, iter=1.96e+03, step_size=0.893, tol=1.71e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2001.28it/s, iter=1.96e+03, step_size=0.893, tol=1.7e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2000.57it/s, iter=1.96e+03, step_size=0.893, tol=1.7e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 2000.34it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1999.37it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1999.08it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1998.39it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1998.15it/s, iter=1.96e+03, step_size=0.893, tol=1.68e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1997.47it/s, iter=1.96e+03, step_size=0.893, tol=1.68e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1997.24it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1995.85it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1995.48it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1994.65it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1994.42it/s, iter=1.97e+03, step_size=0.893, tol=1.66e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1993.57it/s, iter=1.97e+03, step_size=0.893, tol=1.66e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1993.28it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1992.62it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1992.40it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1991.68it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1991.46it/s, iter=1.97e+03, step_size=0.893, tol=1.64e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1990.82it/s, iter=1.97e+03, step_size=0.893, tol=1.64e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1990.56it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1989.19it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1988.72it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1987.80it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1987.57it/s, iter=1.97e+03, step_size=0.893, tol=1.62e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1986.92it/s, iter=1.97e+03, step_size=0.893, tol=1.62e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1986.70it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1986.05it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1985.83it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1985.19it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1984.96it/s, iter=1.98e+03, step_size=0.893, tol=1.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1984.05it/s, iter=1.98e+03, step_size=0.893, tol=1.6e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1983.83it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1983.19it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1982.97it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1982.33it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1982.11it/s, iter=1.98e+03, step_size=0.893, tol=1.58e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1981.47it/s, iter=1.98e+03, step_size=0.893, tol=1.58e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1981.26it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1980.62it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1980.41it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1979.77it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1979.56it/s, iter=1.98e+03, step_size=0.893, tol=1.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1978.25it/s, iter=1.98e+03, step_size=0.893, tol=1.56e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1978.02it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1977.38it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1977.17it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1976.53it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1976.30it/s, iter=1.98e+03, step_size=0.893, tol=1.54e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1975.40it/s, iter=1.98e+03, step_size=0.893, tol=1.54e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1975.18it/s, iter=1.98e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1974.55it/s, iter=1.98e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1974.32it/s, iter=1.99e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1973.67it/s, iter=1.99e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1973.45it/s, iter=1.99e+03, step_size=0.893, tol=1.52e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1972.82it/s, iter=1.99e+03, step_size=0.893, tol=1.52e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1972.60it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1971.97it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1971.75it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1971.12it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1970.90it/s, iter=1.99e+03, step_size=0.893, tol=1.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1970.21it/s, iter=1.99e+03, step_size=0.893, tol=1.5e-06]
PGD: 36%|###5 | 1782/5000 [00:00<00:01, 1969.99it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2201.97it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2201.28it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2201.04it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2200.33it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2200.09it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2199.39it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2199.04it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2197.82it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2197.36it/s, iter=2e+03, step_size=0.893, tol=1.47e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2196.14it/s, iter=2e+03, step_size=0.893, tol=1.47e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2195.89it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2195.19it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2194.95it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2194.25it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2194.01it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2193.31it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2192.70it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2191.67it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2191.40it/s, iter=2e+03, step_size=0.893, tol=1.44e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2190.63it/s, iter=2e+03, step_size=0.893, tol=1.44e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2190.37it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2189.57it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2189.13it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2188.36it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2188.10it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2187.32it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2187.05it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2186.28it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2186.01it/s, iter=2.00e+03, step_size=0.893, tol=1.41e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2185.24it/s, iter=2.00e+03, step_size=0.893, tol=1.41e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2184.98it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2184.22it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2183.82it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2182.20it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2181.91it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2180.96it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2180.68it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2179.88it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2179.53it/s, iter=2.01e+03, step_size=0.893, tol=1.38e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2178.83it/s, iter=2.01e+03, step_size=0.893, tol=1.38e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2178.59it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2177.89it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2177.65it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2176.79it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2176.34it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2175.56it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2175.32it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2174.62it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2174.38it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2173.08it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2172.74it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2172.03it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2171.79it/s, iter=2.02e+03, step_size=0.893, tol=1.34e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2171.09it/s, iter=2.02e+03, step_size=0.893, tol=1.34e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2170.85it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2169.92it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2169.68it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2168.97it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2168.69it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2167.98it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2167.74it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2167.05it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2166.81it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2166.13it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2165.89it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2165.21it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2164.97it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2164.30it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2164.06it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2163.38it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2163.15it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2162.47it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2162.24it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2161.57it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2161.33it/s, iter=2.03e+03, step_size=0.893, tol=1.28e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2160.46it/s, iter=2.03e+03, step_size=0.893, tol=1.28e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2160.23it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2159.47it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2159.14it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2157.98it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2157.56it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2156.44it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2156.16it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2155.32it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2154.86it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2153.90it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2153.62it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2152.77it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2152.49it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2151.54it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2151.19it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2150.35it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2150.07it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2149.23it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2148.95it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2148.13it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2147.85it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2147.03it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2146.76it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2145.93it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2145.65it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2144.74it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2144.45it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2143.18it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2142.70it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2141.30it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2140.89it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2139.80it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2139.52it/s, iter=2.04e+03, step_size=0.893, tol=1.19e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2138.49it/s, iter=2.04e+03, step_size=0.893, tol=1.19e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2138.23it/s, iter=2.05e+03, step_size=0.893, tol=1.19e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2137.50it/s, iter=2.05e+03, step_size=0.893, tol=1.19e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2137.25it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2136.16it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2135.63it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2134.85it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2134.59it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2133.86it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2133.59it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2132.70it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2132.47it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2131.79it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2131.56it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2130.87it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2130.64it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2129.96it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2129.73it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2129.06it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2128.84it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2128.17it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2127.94it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2127.27it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2127.04it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2126.36it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2126.13it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2125.47it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2125.24it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2124.58it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2124.35it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2123.55it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2123.33it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2122.58it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2122.32it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2121.66it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2121.40it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2120.27it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2119.98it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2118.80it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2118.47it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2117.39it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2117.16it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2116.50it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2116.27it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2115.62it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2115.38it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2114.52it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2114.30it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2113.65it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2113.42it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2112.75it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2112.52it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2111.87it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2111.65it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2111.00it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2110.78it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2110.13it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2109.91it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2109.27it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2109.04it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2108.39it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2108.17it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2107.52it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2107.22it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2105.67it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2105.39it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2103.77it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2103.38it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2102.49it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2102.07it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2101.38it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2101.12it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2099.97it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2099.56it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2098.79it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2098.54it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2097.82it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2097.57it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2096.58it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2096.34it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2095.63it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2095.38it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2094.66it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2094.42it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2093.71it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2093.47it/s, iter=2.09e+03, step_size=0.893, tol=9.96e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2092.74it/s, iter=2.09e+03, step_size=0.893, tol=9.96e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2092.50it/s, iter=2.09e+03, step_size=0.893, tol=9.92e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2091.46it/s, iter=2.09e+03, step_size=0.893, tol=9.92e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2091.21it/s, iter=2.09e+03, step_size=0.893, tol=9.88e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2090.51it/s, iter=2.09e+03, step_size=0.893, tol=9.88e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2090.27it/s, iter=2.09e+03, step_size=0.893, tol=9.83e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2089.57it/s, iter=2.09e+03, step_size=0.893, tol=9.83e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2089.33it/s, iter=2.09e+03, step_size=0.893, tol=9.79e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2088.63it/s, iter=2.09e+03, step_size=0.893, tol=9.79e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2088.24it/s, iter=2.09e+03, step_size=0.893, tol=9.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2087.31it/s, iter=2.09e+03, step_size=0.893, tol=9.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2087.04it/s, iter=2.09e+03, step_size=0.893, tol=9.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2086.39it/s, iter=2.09e+03, step_size=0.893, tol=9.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2086.17it/s, iter=2.1e+03, step_size=0.893, tol=9.67e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2085.53it/s, iter=2.1e+03, step_size=0.893, tol=9.67e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2085.31it/s, iter=2.1e+03, step_size=0.893, tol=9.63e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2084.67it/s, iter=2.1e+03, step_size=0.893, tol=9.63e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2084.45it/s, iter=2.1e+03, step_size=0.893, tol=9.59e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2083.57it/s, iter=2.1e+03, step_size=0.893, tol=9.59e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2083.19it/s, iter=2.1e+03, step_size=0.893, tol=9.55e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2081.58it/s, iter=2.1e+03, step_size=0.893, tol=9.55e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2081.21it/s, iter=2.1e+03, step_size=0.893, tol=9.51e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2080.57it/s, iter=2.1e+03, step_size=0.893, tol=9.51e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2080.35it/s, iter=2.1e+03, step_size=0.893, tol=9.47e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2079.34it/s, iter=2.1e+03, step_size=0.893, tol=9.47e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2079.08it/s, iter=2.1e+03, step_size=0.893, tol=9.43e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2078.33it/s, iter=2.1e+03, step_size=0.893, tol=9.43e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2078.02it/s, iter=2.1e+03, step_size=0.893, tol=9.39e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2077.34it/s, iter=2.1e+03, step_size=0.893, tol=9.39e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2077.11it/s, iter=2.1e+03, step_size=0.893, tol=9.35e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2076.16it/s, iter=2.1e+03, step_size=0.893, tol=9.35e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2075.93it/s, iter=2.1e+03, step_size=0.893, tol=9.31e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2075.27it/s, iter=2.1e+03, step_size=0.893, tol=9.31e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2075.04it/s, iter=2.10e+03, step_size=0.893, tol=9.27e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2074.30it/s, iter=2.10e+03, step_size=0.893, tol=9.27e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2074.07it/s, iter=2.11e+03, step_size=0.893, tol=9.24e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2073.41it/s, iter=2.11e+03, step_size=0.893, tol=9.24e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2073.18it/s, iter=2.11e+03, step_size=0.893, tol=9.2e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2072.52it/s, iter=2.11e+03, step_size=0.893, tol=9.2e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2072.29it/s, iter=2.11e+03, step_size=0.893, tol=9.16e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2071.64it/s, iter=2.11e+03, step_size=0.893, tol=9.16e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2071.41it/s, iter=2.11e+03, step_size=0.893, tol=9.12e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2070.24it/s, iter=2.11e+03, step_size=0.893, tol=9.12e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2069.70it/s, iter=2.11e+03, step_size=0.893, tol=9.08e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2068.48it/s, iter=2.11e+03, step_size=0.893, tol=9.08e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2068.25it/s, iter=2.11e+03, step_size=0.893, tol=9.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2067.58it/s, iter=2.11e+03, step_size=0.893, tol=9.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2067.35it/s, iter=2.11e+03, step_size=0.893, tol=9.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2066.71it/s, iter=2.11e+03, step_size=0.893, tol=9.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2066.49it/s, iter=2.11e+03, step_size=0.893, tol=8.97e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2065.87it/s, iter=2.11e+03, step_size=0.893, tol=8.97e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2065.26it/s, iter=2.11e+03, step_size=0.893, tol=8.93e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2064.28it/s, iter=2.11e+03, step_size=0.893, tol=8.93e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2064.06it/s, iter=2.12e+03, step_size=0.893, tol=8.89e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2063.44it/s, iter=2.12e+03, step_size=0.893, tol=8.89e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2063.23it/s, iter=2.12e+03, step_size=0.893, tol=8.86e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2062.59it/s, iter=2.12e+03, step_size=0.893, tol=8.86e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2062.18it/s, iter=2.12e+03, step_size=0.893, tol=8.82e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2061.55it/s, iter=2.12e+03, step_size=0.893, tol=8.82e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2061.34it/s, iter=2.12e+03, step_size=0.893, tol=8.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2060.72it/s, iter=2.12e+03, step_size=0.893, tol=8.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2060.49it/s, iter=2.12e+03, step_size=0.893, tol=8.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2059.87it/s, iter=2.12e+03, step_size=0.893, tol=8.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2059.66it/s, iter=2.12e+03, step_size=0.893, tol=8.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2059.05it/s, iter=2.12e+03, step_size=0.893, tol=8.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2058.83it/s, iter=2.12e+03, step_size=0.893, tol=8.67e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2058.21it/s, iter=2.12e+03, step_size=0.893, tol=8.67e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2057.99it/s, iter=2.12e+03, step_size=0.893, tol=8.64e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2057.38it/s, iter=2.12e+03, step_size=0.893, tol=8.64e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2057.17it/s, iter=2.12e+03, step_size=0.893, tol=8.6e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2056.55it/s, iter=2.12e+03, step_size=0.893, tol=8.6e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2056.34it/s, iter=2.12e+03, step_size=0.893, tol=8.57e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2055.72it/s, iter=2.12e+03, step_size=0.893, tol=8.57e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2055.51it/s, iter=2.12e+03, step_size=0.893, tol=8.53e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2054.89it/s, iter=2.12e+03, step_size=0.893, tol=8.53e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2054.68it/s, iter=2.13e+03, step_size=0.893, tol=8.49e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2053.99it/s, iter=2.13e+03, step_size=0.893, tol=8.49e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2053.65it/s, iter=2.13e+03, step_size=0.893, tol=8.46e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2053.03it/s, iter=2.13e+03, step_size=0.893, tol=8.46e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2052.82it/s, iter=2.13e+03, step_size=0.893, tol=8.42e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2052.20it/s, iter=2.13e+03, step_size=0.893, tol=8.42e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2051.99it/s, iter=2.13e+03, step_size=0.893, tol=8.39e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2051.37it/s, iter=2.13e+03, step_size=0.893, tol=8.39e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2051.16it/s, iter=2.13e+03, step_size=0.893, tol=8.35e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2050.55it/s, iter=2.13e+03, step_size=0.893, tol=8.35e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2050.34it/s, iter=2.13e+03, step_size=0.893, tol=8.32e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2049.66it/s, iter=2.13e+03, step_size=0.893, tol=8.32e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2049.45it/s, iter=2.13e+03, step_size=0.893, tol=8.28e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2048.84it/s, iter=2.13e+03, step_size=0.893, tol=8.28e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2048.27it/s, iter=2.13e+03, step_size=0.893, tol=8.25e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2047.07it/s, iter=2.13e+03, step_size=0.893, tol=8.25e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2046.78it/s, iter=2.13e+03, step_size=0.893, tol=8.21e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2045.36it/s, iter=2.13e+03, step_size=0.893, tol=8.21e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2045.10it/s, iter=2.14e+03, step_size=0.893, tol=8.18e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2044.29it/s, iter=2.14e+03, step_size=0.893, tol=8.18e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2044.03it/s, iter=2.14e+03, step_size=0.893, tol=8.15e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2043.03it/s, iter=2.14e+03, step_size=0.893, tol=8.15e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2042.77it/s, iter=2.14e+03, step_size=0.893, tol=8.11e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2042.03it/s, iter=2.14e+03, step_size=0.893, tol=8.11e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2041.78it/s, iter=2.14e+03, step_size=0.893, tol=8.08e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2040.93it/s, iter=2.14e+03, step_size=0.893, tol=8.08e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2040.67it/s, iter=2.14e+03, step_size=0.893, tol=8.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2039.93it/s, iter=2.14e+03, step_size=0.893, tol=8.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2039.68it/s, iter=2.14e+03, step_size=0.893, tol=8.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2038.94it/s, iter=2.14e+03, step_size=0.893, tol=8.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2038.68it/s, iter=2.14e+03, step_size=0.893, tol=7.98e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2037.94it/s, iter=2.14e+03, step_size=0.893, tol=7.98e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2037.69it/s, iter=2.14e+03, step_size=0.893, tol=7.94e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2036.79it/s, iter=2.14e+03, step_size=0.893, tol=7.94e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2036.53it/s, iter=2.14e+03, step_size=0.893, tol=7.91e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2035.80it/s, iter=2.14e+03, step_size=0.893, tol=7.91e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2035.53it/s, iter=2.14e+03, step_size=0.893, tol=7.88e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2034.28it/s, iter=2.14e+03, step_size=0.893, tol=7.88e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2033.95it/s, iter=2.14e+03, step_size=0.893, tol=7.84e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2033.28it/s, iter=2.14e+03, step_size=0.893, tol=7.84e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2033.05it/s, iter=2.15e+03, step_size=0.893, tol=7.81e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2032.38it/s, iter=2.15e+03, step_size=0.893, tol=7.81e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2032.15it/s, iter=2.15e+03, step_size=0.893, tol=7.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2030.63it/s, iter=2.15e+03, step_size=0.893, tol=7.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2030.29it/s, iter=2.15e+03, step_size=0.893, tol=7.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2029.62it/s, iter=2.15e+03, step_size=0.893, tol=7.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2029.40it/s, iter=2.15e+03, step_size=0.893, tol=7.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2028.52it/s, iter=2.15e+03, step_size=0.893, tol=7.71e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2028.29it/s, iter=2.15e+03, step_size=0.893, tol=7.68e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2027.63it/s, iter=2.15e+03, step_size=0.893, tol=7.68e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2027.40it/s, iter=2.15e+03, step_size=0.893, tol=7.65e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2026.72it/s, iter=2.15e+03, step_size=0.893, tol=7.65e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2026.49it/s, iter=2.15e+03, step_size=0.893, tol=7.62e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2025.59it/s, iter=2.15e+03, step_size=0.893, tol=7.62e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2025.29it/s, iter=2.15e+03, step_size=0.893, tol=7.59e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2024.68it/s, iter=2.15e+03, step_size=0.893, tol=7.59e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2024.47it/s, iter=2.15e+03, step_size=0.893, tol=7.55e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2023.86it/s, iter=2.15e+03, step_size=0.893, tol=7.55e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2023.65it/s, iter=2.16e+03, step_size=0.893, tol=7.52e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2023.05it/s, iter=2.16e+03, step_size=0.893, tol=7.52e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2022.84it/s, iter=2.16e+03, step_size=0.893, tol=7.49e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2022.23it/s, iter=2.16e+03, step_size=0.893, tol=7.49e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2022.02it/s, iter=2.16e+03, step_size=0.893, tol=7.46e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2021.42it/s, iter=2.16e+03, step_size=0.893, tol=7.46e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2021.21it/s, iter=2.16e+03, step_size=0.893, tol=7.43e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2020.39it/s, iter=2.16e+03, step_size=0.893, tol=7.43e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2020.18it/s, iter=2.16e+03, step_size=0.893, tol=7.4e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2019.57it/s, iter=2.16e+03, step_size=0.893, tol=7.4e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2019.36it/s, iter=2.16e+03, step_size=0.893, tol=7.37e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2018.76it/s, iter=2.16e+03, step_size=0.893, tol=7.37e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2018.55it/s, iter=2.16e+03, step_size=0.893, tol=7.34e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2017.95it/s, iter=2.16e+03, step_size=0.893, tol=7.34e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2017.74it/s, iter=2.16e+03, step_size=0.893, tol=7.31e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2017.14it/s, iter=2.16e+03, step_size=0.893, tol=7.31e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2016.93it/s, iter=2.16e+03, step_size=0.893, tol=7.28e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2016.33it/s, iter=2.16e+03, step_size=0.893, tol=7.28e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2016.12it/s, iter=2.16e+03, step_size=0.893, tol=7.24e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2015.14it/s, iter=2.16e+03, step_size=0.893, tol=7.24e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2014.69it/s, iter=2.16e+03, step_size=0.893, tol=7.21e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2014.00it/s, iter=2.16e+03, step_size=0.893, tol=7.21e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2013.71it/s, iter=2.17e+03, step_size=0.893, tol=7.18e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2012.58it/s, iter=2.17e+03, step_size=0.893, tol=7.18e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2012.06it/s, iter=2.17e+03, step_size=0.893, tol=7.15e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2011.06it/s, iter=2.17e+03, step_size=0.893, tol=7.15e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2010.83it/s, iter=2.17e+03, step_size=0.893, tol=7.12e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2010.15it/s, iter=2.17e+03, step_size=0.893, tol=7.12e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2009.92it/s, iter=2.17e+03, step_size=0.893, tol=7.09e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2009.26it/s, iter=2.17e+03, step_size=0.893, tol=7.09e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2009.04it/s, iter=2.17e+03, step_size=0.893, tol=7.07e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2008.38it/s, iter=2.17e+03, step_size=0.893, tol=7.07e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2008.15it/s, iter=2.17e+03, step_size=0.893, tol=7.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2007.48it/s, iter=2.17e+03, step_size=0.893, tol=7.04e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2007.25it/s, iter=2.17e+03, step_size=0.893, tol=7.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2006.59it/s, iter=2.17e+03, step_size=0.893, tol=7.01e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2006.36it/s, iter=2.17e+03, step_size=0.893, tol=6.98e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2005.70it/s, iter=2.17e+03, step_size=0.893, tol=6.98e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2005.48it/s, iter=2.17e+03, step_size=0.893, tol=6.95e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2004.81it/s, iter=2.17e+03, step_size=0.893, tol=6.95e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2004.60it/s, iter=2.18e+03, step_size=0.893, tol=6.92e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2003.84it/s, iter=2.18e+03, step_size=0.893, tol=6.92e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2003.63it/s, iter=2.18e+03, step_size=0.893, tol=6.89e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2003.02it/s, iter=2.18e+03, step_size=0.893, tol=6.89e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2002.81it/s, iter=2.18e+03, step_size=0.893, tol=6.86e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2002.13it/s, iter=2.18e+03, step_size=0.893, tol=6.86e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2001.92it/s, iter=2.18e+03, step_size=0.893, tol=6.83e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2001.28it/s, iter=2.18e+03, step_size=0.893, tol=6.83e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 2000.93it/s, iter=2.18e+03, step_size=0.893, tol=6.8e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1999.59it/s, iter=2.18e+03, step_size=0.893, tol=6.8e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1998.96it/s, iter=2.18e+03, step_size=0.893, tol=6.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1996.96it/s, iter=2.18e+03, step_size=0.893, tol=6.78e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1996.57it/s, iter=2.18e+03, step_size=0.893, tol=6.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1995.53it/s, iter=2.18e+03, step_size=0.893, tol=6.75e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1995.17it/s, iter=2.18e+03, step_size=0.893, tol=6.72e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1994.50it/s, iter=2.18e+03, step_size=0.893, tol=6.72e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1994.24it/s, iter=2.18e+03, step_size=0.893, tol=6.69e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1993.57it/s, iter=2.18e+03, step_size=0.893, tol=6.69e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1993.34it/s, iter=2.18e+03, step_size=0.893, tol=6.66e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1992.72it/s, iter=2.18e+03, step_size=0.893, tol=6.66e-07]
PGD: 40%|###9 | 1992/5000 [00:00<00:01, 1992.51it/s, iter=2.18e+03, step_size=0.893, tol=6.64e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1991.89it/s, iter=2.18e+03, step_size=0.893, tol=6.64e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1991.64it/s, iter=2.19e+03, step_size=0.893, tol=6.61e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1990.97it/s, iter=2.19e+03, step_size=0.893, tol=6.61e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1990.76it/s, iter=2.19e+03, step_size=0.893, tol=6.58e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1989.95it/s, iter=2.19e+03, step_size=0.893, tol=6.58e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1989.54it/s, iter=2.19e+03, step_size=0.893, tol=6.55e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1988.86it/s, iter=2.19e+03, step_size=0.893, tol=6.55e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1988.66it/s, iter=2.19e+03, step_size=0.893, tol=6.53e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1987.88it/s, iter=2.19e+03, step_size=0.893, tol=6.53e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1987.68it/s, iter=2.19e+03, step_size=0.893, tol=6.5e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1987.10it/s, iter=2.19e+03, step_size=0.893, tol=6.5e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1986.91it/s, iter=2.19e+03, step_size=0.893, tol=6.47e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1986.33it/s, iter=2.19e+03, step_size=0.893, tol=6.47e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1986.13it/s, iter=2.19e+03, step_size=0.893, tol=6.44e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1985.56it/s, iter=2.19e+03, step_size=0.893, tol=6.44e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1985.36it/s, iter=2.19e+03, step_size=0.893, tol=6.42e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1984.79it/s, iter=2.19e+03, step_size=0.893, tol=6.42e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1984.60it/s, iter=2.19e+03, step_size=0.893, tol=6.39e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1984.02it/s, iter=2.19e+03, step_size=0.893, tol=6.39e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1983.83it/s, iter=2.2e+03, step_size=0.893, tol=6.36e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1982.84it/s, iter=2.2e+03, step_size=0.893, tol=6.36e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1982.58it/s, iter=2.2e+03, step_size=0.893, tol=6.34e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1982.01it/s, iter=2.2e+03, step_size=0.893, tol=6.34e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1981.81it/s, iter=2.2e+03, step_size=0.893, tol=6.31e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1981.22it/s, iter=2.2e+03, step_size=0.893, tol=6.31e-07]
PGD: 40%|###9 | 1992/5000 [00:01<00:01, 1981.03it/s, iter=2.2e+03, step_size=0.893, tol=6.28e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2186.73it/s, iter=2.2e+03, step_size=0.893, tol=6.28e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2185.88it/s, iter=2.2e+03, step_size=0.893, tol=6.28e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2185.66it/s, iter=2.2e+03, step_size=0.893, tol=6.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2185.02it/s, iter=2.2e+03, step_size=0.893, tol=6.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2184.74it/s, iter=2.2e+03, step_size=0.893, tol=6.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2184.09it/s, iter=2.2e+03, step_size=0.893, tol=6.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2183.87it/s, iter=2.2e+03, step_size=0.893, tol=6.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2183.24it/s, iter=2.2e+03, step_size=0.893, tol=6.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2183.03it/s, iter=2.2e+03, step_size=0.893, tol=6.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2182.40it/s, iter=2.2e+03, step_size=0.893, tol=6.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2182.18it/s, iter=2.2e+03, step_size=0.893, tol=6.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2181.56it/s, iter=2.2e+03, step_size=0.893, tol=6.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2181.34it/s, iter=2.2e+03, step_size=0.893, tol=6.13e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2180.71it/s, iter=2.2e+03, step_size=0.893, tol=6.13e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2180.49it/s, iter=2.20e+03, step_size=0.893, tol=6.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2179.87it/s, iter=2.20e+03, step_size=0.893, tol=6.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2179.66it/s, iter=2.21e+03, step_size=0.893, tol=6.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2179.03it/s, iter=2.21e+03, step_size=0.893, tol=6.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2178.82it/s, iter=2.21e+03, step_size=0.893, tol=6.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2178.20it/s, iter=2.21e+03, step_size=0.893, tol=6.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2177.98it/s, iter=2.21e+03, step_size=0.893, tol=6.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2177.13it/s, iter=2.21e+03, step_size=0.893, tol=6.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2176.91it/s, iter=2.21e+03, step_size=0.893, tol=6e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2176.29it/s, iter=2.21e+03, step_size=0.893, tol=6e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2176.08it/s, iter=2.21e+03, step_size=0.893, tol=5.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2175.45it/s, iter=2.21e+03, step_size=0.893, tol=5.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2175.24it/s, iter=2.21e+03, step_size=0.893, tol=5.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2174.62it/s, iter=2.21e+03, step_size=0.893, tol=5.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2174.41it/s, iter=2.21e+03, step_size=0.893, tol=5.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2173.80it/s, iter=2.21e+03, step_size=0.893, tol=5.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2173.58it/s, iter=2.21e+03, step_size=0.893, tol=5.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2172.51it/s, iter=2.21e+03, step_size=0.893, tol=5.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2171.82it/s, iter=2.21e+03, step_size=0.893, tol=5.88e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2169.97it/s, iter=2.21e+03, step_size=0.893, tol=5.88e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2169.56it/s, iter=2.22e+03, step_size=0.893, tol=5.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2167.64it/s, iter=2.22e+03, step_size=0.893, tol=5.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2166.96it/s, iter=2.22e+03, step_size=0.893, tol=5.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2165.40it/s, iter=2.22e+03, step_size=0.893, tol=5.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2164.90it/s, iter=2.22e+03, step_size=0.893, tol=5.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2163.87it/s, iter=2.22e+03, step_size=0.893, tol=5.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2163.60it/s, iter=2.22e+03, step_size=0.893, tol=5.78e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2162.68it/s, iter=2.22e+03, step_size=0.893, tol=5.78e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2162.45it/s, iter=2.22e+03, step_size=0.893, tol=5.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2161.77it/s, iter=2.22e+03, step_size=0.893, tol=5.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2161.50it/s, iter=2.22e+03, step_size=0.893, tol=5.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2160.77it/s, iter=2.22e+03, step_size=0.893, tol=5.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2160.39it/s, iter=2.22e+03, step_size=0.893, tol=5.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2159.59it/s, iter=2.22e+03, step_size=0.893, tol=5.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2159.36it/s, iter=2.22e+03, step_size=0.893, tol=5.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2158.67it/s, iter=2.22e+03, step_size=0.893, tol=5.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2158.45it/s, iter=2.22e+03, step_size=0.893, tol=5.66e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2157.83it/s, iter=2.22e+03, step_size=0.893, tol=5.66e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2157.62it/s, iter=2.22e+03, step_size=0.893, tol=5.64e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2157.00it/s, iter=2.22e+03, step_size=0.893, tol=5.64e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2156.78it/s, iter=2.22e+03, step_size=0.893, tol=5.61e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2156.16it/s, iter=2.22e+03, step_size=0.893, tol=5.61e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2155.95it/s, iter=2.23e+03, step_size=0.893, tol=5.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2155.14it/s, iter=2.23e+03, step_size=0.893, tol=5.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2154.69it/s, iter=2.23e+03, step_size=0.893, tol=5.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2153.55it/s, iter=2.23e+03, step_size=0.893, tol=5.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2153.30it/s, iter=2.23e+03, step_size=0.893, tol=5.54e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2152.67it/s, iter=2.23e+03, step_size=0.893, tol=5.54e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2152.38it/s, iter=2.23e+03, step_size=0.893, tol=5.52e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2151.45it/s, iter=2.23e+03, step_size=0.893, tol=5.52e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2151.11it/s, iter=2.23e+03, step_size=0.893, tol=5.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2150.33it/s, iter=2.23e+03, step_size=0.893, tol=5.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2150.02it/s, iter=2.23e+03, step_size=0.893, tol=5.47e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2148.69it/s, iter=2.23e+03, step_size=0.893, tol=5.47e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2148.28it/s, iter=2.23e+03, step_size=0.893, tol=5.45e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2147.12it/s, iter=2.23e+03, step_size=0.893, tol=5.45e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2146.88it/s, iter=2.23e+03, step_size=0.893, tol=5.43e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2146.20it/s, iter=2.23e+03, step_size=0.893, tol=5.43e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2145.95it/s, iter=2.23e+03, step_size=0.893, tol=5.41e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2145.26it/s, iter=2.23e+03, step_size=0.893, tol=5.41e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2145.03it/s, iter=2.24e+03, step_size=0.893, tol=5.38e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2144.35it/s, iter=2.24e+03, step_size=0.893, tol=5.38e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2144.12it/s, iter=2.24e+03, step_size=0.893, tol=5.36e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2143.26it/s, iter=2.24e+03, step_size=0.893, tol=5.36e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2143.02it/s, iter=2.24e+03, step_size=0.893, tol=5.34e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2142.34it/s, iter=2.24e+03, step_size=0.893, tol=5.34e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2142.11it/s, iter=2.24e+03, step_size=0.893, tol=5.32e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2141.43it/s, iter=2.24e+03, step_size=0.893, tol=5.32e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2141.20it/s, iter=2.24e+03, step_size=0.893, tol=5.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2140.52it/s, iter=2.24e+03, step_size=0.893, tol=5.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2140.29it/s, iter=2.24e+03, step_size=0.893, tol=5.27e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2139.61it/s, iter=2.24e+03, step_size=0.893, tol=5.27e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2139.38it/s, iter=2.24e+03, step_size=0.893, tol=5.25e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2138.71it/s, iter=2.24e+03, step_size=0.893, tol=5.25e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2138.34it/s, iter=2.24e+03, step_size=0.893, tol=5.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2137.03it/s, iter=2.24e+03, step_size=0.893, tol=5.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2136.74it/s, iter=2.24e+03, step_size=0.893, tol=5.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2135.43it/s, iter=2.24e+03, step_size=0.893, tol=5.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2134.95it/s, iter=2.24e+03, step_size=0.893, tol=5.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2133.97it/s, iter=2.24e+03, step_size=0.893, tol=5.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2133.67it/s, iter=2.24e+03, step_size=0.893, tol=5.16e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2132.51it/s, iter=2.24e+03, step_size=0.893, tol=5.16e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2132.25it/s, iter=2.25e+03, step_size=0.893, tol=5.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2131.49it/s, iter=2.25e+03, step_size=0.893, tol=5.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2131.24it/s, iter=2.25e+03, step_size=0.893, tol=5.12e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2130.51it/s, iter=2.25e+03, step_size=0.893, tol=5.12e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2130.27it/s, iter=2.25e+03, step_size=0.893, tol=5.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2129.54it/s, iter=2.25e+03, step_size=0.893, tol=5.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2129.29it/s, iter=2.25e+03, step_size=0.893, tol=5.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2128.56it/s, iter=2.25e+03, step_size=0.893, tol=5.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2128.31it/s, iter=2.25e+03, step_size=0.893, tol=5.06e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2127.57it/s, iter=2.25e+03, step_size=0.893, tol=5.06e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2127.35it/s, iter=2.25e+03, step_size=0.893, tol=5.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2126.52it/s, iter=2.25e+03, step_size=0.893, tol=5.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2126.30it/s, iter=2.25e+03, step_size=0.893, tol=5.01e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2125.63it/s, iter=2.25e+03, step_size=0.893, tol=5.01e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2125.41it/s, iter=2.25e+03, step_size=0.893, tol=4.99e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2124.75it/s, iter=2.25e+03, step_size=0.893, tol=4.99e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2124.53it/s, iter=2.25e+03, step_size=0.893, tol=4.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2123.88it/s, iter=2.25e+03, step_size=0.893, tol=4.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2123.66it/s, iter=2.26e+03, step_size=0.893, tol=4.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2123.01it/s, iter=2.26e+03, step_size=0.893, tol=4.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2122.79it/s, iter=2.26e+03, step_size=0.893, tol=4.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2122.14it/s, iter=2.26e+03, step_size=0.893, tol=4.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2121.68it/s, iter=2.26e+03, step_size=0.893, tol=4.91e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2120.67it/s, iter=2.26e+03, step_size=0.893, tol=4.91e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2120.45it/s, iter=2.26e+03, step_size=0.893, tol=4.89e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2119.70it/s, iter=2.26e+03, step_size=0.893, tol=4.89e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2119.46it/s, iter=2.26e+03, step_size=0.893, tol=4.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2118.56it/s, iter=2.26e+03, step_size=0.893, tol=4.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2118.33it/s, iter=2.26e+03, step_size=0.893, tol=4.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2117.68it/s, iter=2.26e+03, step_size=0.893, tol=4.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2117.45it/s, iter=2.26e+03, step_size=0.893, tol=4.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2116.82it/s, iter=2.26e+03, step_size=0.893, tol=4.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2116.62it/s, iter=2.26e+03, step_size=0.893, tol=4.81e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2115.97it/s, iter=2.26e+03, step_size=0.893, tol=4.81e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2115.67it/s, iter=2.26e+03, step_size=0.893, tol=4.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2114.61it/s, iter=2.26e+03, step_size=0.893, tol=4.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2114.24it/s, iter=2.26e+03, step_size=0.893, tol=4.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2113.39it/s, iter=2.26e+03, step_size=0.893, tol=4.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2113.19it/s, iter=2.26e+03, step_size=0.893, tol=4.75e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2112.59it/s, iter=2.26e+03, step_size=0.893, tol=4.75e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2112.38it/s, iter=2.27e+03, step_size=0.893, tol=4.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2111.74it/s, iter=2.27e+03, step_size=0.893, tol=4.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2111.51it/s, iter=2.27e+03, step_size=0.893, tol=4.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2110.91it/s, iter=2.27e+03, step_size=0.893, tol=4.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2110.54it/s, iter=2.27e+03, step_size=0.893, tol=4.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2109.94it/s, iter=2.27e+03, step_size=0.893, tol=4.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2109.73it/s, iter=2.27e+03, step_size=0.893, tol=4.67e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2109.13it/s, iter=2.27e+03, step_size=0.893, tol=4.67e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2108.93it/s, iter=2.27e+03, step_size=0.893, tol=4.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2108.33it/s, iter=2.27e+03, step_size=0.893, tol=4.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2108.05it/s, iter=2.27e+03, step_size=0.893, tol=4.63e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2107.28it/s, iter=2.27e+03, step_size=0.893, tol=4.63e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2107.04it/s, iter=2.27e+03, step_size=0.893, tol=4.61e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2106.43it/s, iter=2.27e+03, step_size=0.893, tol=4.61e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2106.22it/s, iter=2.27e+03, step_size=0.893, tol=4.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2105.24it/s, iter=2.27e+03, step_size=0.893, tol=4.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2104.88it/s, iter=2.27e+03, step_size=0.893, tol=4.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2104.22it/s, iter=2.27e+03, step_size=0.893, tol=4.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2103.96it/s, iter=2.28e+03, step_size=0.893, tol=4.55e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2102.39it/s, iter=2.28e+03, step_size=0.893, tol=4.55e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2101.79it/s, iter=2.28e+03, step_size=0.893, tol=4.53e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2100.92it/s, iter=2.28e+03, step_size=0.893, tol=4.53e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2100.61it/s, iter=2.28e+03, step_size=0.893, tol=4.52e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2099.95it/s, iter=2.28e+03, step_size=0.893, tol=4.52e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2099.75it/s, iter=2.28e+03, step_size=0.893, tol=4.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2099.16it/s, iter=2.28e+03, step_size=0.893, tol=4.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2098.97it/s, iter=2.28e+03, step_size=0.893, tol=4.48e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2098.38it/s, iter=2.28e+03, step_size=0.893, tol=4.48e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2098.19it/s, iter=2.28e+03, step_size=0.893, tol=4.46e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2097.61it/s, iter=2.28e+03, step_size=0.893, tol=4.46e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2097.33it/s, iter=2.28e+03, step_size=0.893, tol=4.44e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2096.54it/s, iter=2.28e+03, step_size=0.893, tol=4.44e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2096.18it/s, iter=2.28e+03, step_size=0.893, tol=4.42e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2095.44it/s, iter=2.28e+03, step_size=0.893, tol=4.42e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2095.23it/s, iter=2.28e+03, step_size=0.893, tol=4.4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2094.45it/s, iter=2.28e+03, step_size=0.893, tol=4.4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2094.24it/s, iter=2.28e+03, step_size=0.893, tol=4.39e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2093.62it/s, iter=2.28e+03, step_size=0.893, tol=4.39e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2093.41it/s, iter=2.28e+03, step_size=0.893, tol=4.37e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2092.81it/s, iter=2.28e+03, step_size=0.893, tol=4.37e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2092.60it/s, iter=2.29e+03, step_size=0.893, tol=4.35e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2091.99it/s, iter=2.29e+03, step_size=0.893, tol=4.35e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2091.78it/s, iter=2.29e+03, step_size=0.893, tol=4.33e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2091.18it/s, iter=2.29e+03, step_size=0.893, tol=4.33e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2090.97it/s, iter=2.29e+03, step_size=0.893, tol=4.31e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2090.36it/s, iter=2.29e+03, step_size=0.893, tol=4.31e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2090.16it/s, iter=2.29e+03, step_size=0.893, tol=4.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2089.21it/s, iter=2.29e+03, step_size=0.893, tol=4.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2088.89it/s, iter=2.29e+03, step_size=0.893, tol=4.28e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2088.16it/s, iter=2.29e+03, step_size=0.893, tol=4.28e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2087.91it/s, iter=2.29e+03, step_size=0.893, tol=4.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2087.14it/s, iter=2.29e+03, step_size=0.893, tol=4.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2086.88it/s, iter=2.29e+03, step_size=0.893, tol=4.24e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2086.07it/s, iter=2.29e+03, step_size=0.893, tol=4.24e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2085.86it/s, iter=2.29e+03, step_size=0.893, tol=4.22e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2085.23it/s, iter=2.29e+03, step_size=0.893, tol=4.22e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2085.01it/s, iter=2.29e+03, step_size=0.893, tol=4.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2084.31it/s, iter=2.29e+03, step_size=0.893, tol=4.21e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2084.10it/s, iter=2.3e+03, step_size=0.893, tol=4.19e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2083.47it/s, iter=2.3e+03, step_size=0.893, tol=4.19e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2083.26it/s, iter=2.3e+03, step_size=0.893, tol=4.17e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2082.63it/s, iter=2.3e+03, step_size=0.893, tol=4.17e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2082.21it/s, iter=2.3e+03, step_size=0.893, tol=4.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2081.08it/s, iter=2.3e+03, step_size=0.893, tol=4.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2080.65it/s, iter=2.3e+03, step_size=0.893, tol=4.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2079.74it/s, iter=2.3e+03, step_size=0.893, tol=4.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2079.53it/s, iter=2.3e+03, step_size=0.893, tol=4.12e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2078.77it/s, iter=2.3e+03, step_size=0.893, tol=4.12e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2078.45it/s, iter=2.3e+03, step_size=0.893, tol=4.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2077.75it/s, iter=2.3e+03, step_size=0.893, tol=4.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2077.51it/s, iter=2.3e+03, step_size=0.893, tol=4.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2076.81it/s, iter=2.3e+03, step_size=0.893, tol=4.08e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2076.59it/s, iter=2.3e+03, step_size=0.893, tol=4.07e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2075.96it/s, iter=2.3e+03, step_size=0.893, tol=4.07e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2075.75it/s, iter=2.3e+03, step_size=0.893, tol=4.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2075.12it/s, iter=2.3e+03, step_size=0.893, tol=4.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2074.91it/s, iter=2.3e+03, step_size=0.893, tol=4.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2074.28it/s, iter=2.3e+03, step_size=0.893, tol=4.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2074.07it/s, iter=2.30e+03, step_size=0.893, tol=4.02e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2073.04it/s, iter=2.30e+03, step_size=0.893, tol=4.02e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2072.83it/s, iter=2.31e+03, step_size=0.893, tol=4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2072.20it/s, iter=2.31e+03, step_size=0.893, tol=4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2071.99it/s, iter=2.31e+03, step_size=0.893, tol=3.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2071.37it/s, iter=2.31e+03, step_size=0.893, tol=3.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2071.10it/s, iter=2.31e+03, step_size=0.893, tol=3.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2069.77it/s, iter=2.31e+03, step_size=0.893, tol=3.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2069.32it/s, iter=2.31e+03, step_size=0.893, tol=3.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2068.41it/s, iter=2.31e+03, step_size=0.893, tol=3.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2068.07it/s, iter=2.31e+03, step_size=0.893, tol=3.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2067.30it/s, iter=2.31e+03, step_size=0.893, tol=3.93e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2067.10it/s, iter=2.31e+03, step_size=0.893, tol=3.92e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2066.53it/s, iter=2.31e+03, step_size=0.893, tol=3.92e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2066.33it/s, iter=2.31e+03, step_size=0.893, tol=3.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2065.76it/s, iter=2.31e+03, step_size=0.893, tol=3.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2065.56it/s, iter=2.31e+03, step_size=0.893, tol=3.88e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2064.90it/s, iter=2.31e+03, step_size=0.893, tol=3.88e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2064.70it/s, iter=2.31e+03, step_size=0.893, tol=3.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2064.13it/s, iter=2.31e+03, step_size=0.893, tol=3.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2063.94it/s, iter=2.32e+03, step_size=0.893, tol=3.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2063.37it/s, iter=2.32e+03, step_size=0.893, tol=3.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2063.01it/s, iter=2.32e+03, step_size=0.893, tol=3.84e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2062.41it/s, iter=2.32e+03, step_size=0.893, tol=3.84e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2062.21it/s, iter=2.32e+03, step_size=0.893, tol=3.82e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2061.64it/s, iter=2.32e+03, step_size=0.893, tol=3.82e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2061.44it/s, iter=2.32e+03, step_size=0.893, tol=3.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2060.87it/s, iter=2.32e+03, step_size=0.893, tol=3.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2060.68it/s, iter=2.32e+03, step_size=0.893, tol=3.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2060.11it/s, iter=2.32e+03, step_size=0.893, tol=3.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2059.92it/s, iter=2.32e+03, step_size=0.893, tol=3.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2059.35it/s, iter=2.32e+03, step_size=0.893, tol=3.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2059.15it/s, iter=2.32e+03, step_size=0.893, tol=3.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2058.58it/s, iter=2.32e+03, step_size=0.893, tol=3.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2058.20it/s, iter=2.32e+03, step_size=0.893, tol=3.74e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2057.23it/s, iter=2.32e+03, step_size=0.893, tol=3.74e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2057.02it/s, iter=2.32e+03, step_size=0.893, tol=3.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2056.38it/s, iter=2.32e+03, step_size=0.893, tol=3.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2056.17it/s, iter=2.32e+03, step_size=0.893, tol=3.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2055.43it/s, iter=2.32e+03, step_size=0.893, tol=3.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2055.17it/s, iter=2.32e+03, step_size=0.893, tol=3.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2054.45it/s, iter=2.32e+03, step_size=0.893, tol=3.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2054.23it/s, iter=2.33e+03, step_size=0.893, tol=3.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2053.59it/s, iter=2.33e+03, step_size=0.893, tol=3.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2053.37it/s, iter=2.33e+03, step_size=0.893, tol=3.66e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2052.74it/s, iter=2.33e+03, step_size=0.893, tol=3.66e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2052.53it/s, iter=2.33e+03, step_size=0.893, tol=3.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2051.89it/s, iter=2.33e+03, step_size=0.893, tol=3.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2051.68it/s, iter=2.33e+03, step_size=0.893, tol=3.63e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2051.05it/s, iter=2.33e+03, step_size=0.893, tol=3.63e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2050.84it/s, iter=2.33e+03, step_size=0.893, tol=3.62e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2050.10it/s, iter=2.33e+03, step_size=0.893, tol=3.62e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2049.79it/s, iter=2.33e+03, step_size=0.893, tol=3.6e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2048.76it/s, iter=2.33e+03, step_size=0.893, tol=3.6e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2048.39it/s, iter=2.33e+03, step_size=0.893, tol=3.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2047.53it/s, iter=2.33e+03, step_size=0.893, tol=3.59e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2047.30it/s, iter=2.33e+03, step_size=0.893, tol=3.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2046.62it/s, iter=2.33e+03, step_size=0.893, tol=3.57e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2046.40it/s, iter=2.33e+03, step_size=0.893, tol=3.56e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2045.72it/s, iter=2.33e+03, step_size=0.893, tol=3.56e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2045.49it/s, iter=2.34e+03, step_size=0.893, tol=3.54e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2044.82it/s, iter=2.34e+03, step_size=0.893, tol=3.54e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2044.58it/s, iter=2.34e+03, step_size=0.893, tol=3.53e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2043.90it/s, iter=2.34e+03, step_size=0.893, tol=3.53e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2043.68it/s, iter=2.34e+03, step_size=0.893, tol=3.51e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2042.89it/s, iter=2.34e+03, step_size=0.893, tol=3.51e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2042.55it/s, iter=2.34e+03, step_size=0.893, tol=3.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2041.88it/s, iter=2.34e+03, step_size=0.893, tol=3.5e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2041.65it/s, iter=2.34e+03, step_size=0.893, tol=3.48e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2040.98it/s, iter=2.34e+03, step_size=0.893, tol=3.48e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2040.76it/s, iter=2.34e+03, step_size=0.893, tol=3.47e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2039.92it/s, iter=2.34e+03, step_size=0.893, tol=3.47e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2039.69it/s, iter=2.34e+03, step_size=0.893, tol=3.46e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2039.02it/s, iter=2.34e+03, step_size=0.893, tol=3.46e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2038.78it/s, iter=2.34e+03, step_size=0.893, tol=3.44e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2038.01it/s, iter=2.34e+03, step_size=0.893, tol=3.44e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2037.54it/s, iter=2.34e+03, step_size=0.893, tol=3.43e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2036.94it/s, iter=2.34e+03, step_size=0.893, tol=3.43e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2036.73it/s, iter=2.34e+03, step_size=0.893, tol=3.41e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2036.13it/s, iter=2.34e+03, step_size=0.893, tol=3.41e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2035.92it/s, iter=2.34e+03, step_size=0.893, tol=3.4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2035.31it/s, iter=2.34e+03, step_size=0.893, tol=3.4e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2035.11it/s, iter=2.35e+03, step_size=0.893, tol=3.38e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2034.51it/s, iter=2.35e+03, step_size=0.893, tol=3.38e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2034.30it/s, iter=2.35e+03, step_size=0.893, tol=3.37e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2033.69it/s, iter=2.35e+03, step_size=0.893, tol=3.37e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2033.48it/s, iter=2.35e+03, step_size=0.893, tol=3.36e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2032.88it/s, iter=2.35e+03, step_size=0.893, tol=3.36e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2032.53it/s, iter=2.35e+03, step_size=0.893, tol=3.34e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2031.92it/s, iter=2.35e+03, step_size=0.893, tol=3.34e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2031.72it/s, iter=2.35e+03, step_size=0.893, tol=3.33e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2031.11it/s, iter=2.35e+03, step_size=0.893, tol=3.33e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2030.91it/s, iter=2.35e+03, step_size=0.893, tol=3.31e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2030.31it/s, iter=2.35e+03, step_size=0.893, tol=3.31e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2030.11it/s, iter=2.35e+03, step_size=0.893, tol=3.3e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2029.48it/s, iter=2.35e+03, step_size=0.893, tol=3.3e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2029.30it/s, iter=2.35e+03, step_size=0.893, tol=3.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2028.74it/s, iter=2.35e+03, step_size=0.893, tol=3.29e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2028.55it/s, iter=2.35e+03, step_size=0.893, tol=3.27e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2027.86it/s, iter=2.35e+03, step_size=0.893, tol=3.27e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2027.53it/s, iter=2.36e+03, step_size=0.893, tol=3.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2026.79it/s, iter=2.36e+03, step_size=0.893, tol=3.26e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2026.61it/s, iter=2.36e+03, step_size=0.893, tol=3.24e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2026.06it/s, iter=2.36e+03, step_size=0.893, tol=3.24e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2025.87it/s, iter=2.36e+03, step_size=0.893, tol=3.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2025.32it/s, iter=2.36e+03, step_size=0.893, tol=3.23e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2024.97it/s, iter=2.36e+03, step_size=0.893, tol=3.22e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2024.42it/s, iter=2.36e+03, step_size=0.893, tol=3.22e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2024.23it/s, iter=2.36e+03, step_size=0.893, tol=3.2e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2023.68it/s, iter=2.36e+03, step_size=0.893, tol=3.2e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2023.49it/s, iter=2.36e+03, step_size=0.893, tol=3.19e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2022.93it/s, iter=2.36e+03, step_size=0.893, tol=3.19e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2022.74it/s, iter=2.36e+03, step_size=0.893, tol=3.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2022.20it/s, iter=2.36e+03, step_size=0.893, tol=3.18e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2022.01it/s, iter=2.36e+03, step_size=0.893, tol=3.16e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2021.47it/s, iter=2.36e+03, step_size=0.893, tol=3.16e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2021.29it/s, iter=2.36e+03, step_size=0.893, tol=3.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2020.74it/s, iter=2.36e+03, step_size=0.893, tol=3.15e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2020.55it/s, iter=2.36e+03, step_size=0.893, tol=3.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2019.98it/s, iter=2.36e+03, step_size=0.893, tol=3.14e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2019.80it/s, iter=2.36e+03, step_size=0.893, tol=3.13e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2019.10it/s, iter=2.36e+03, step_size=0.893, tol=3.13e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2018.82it/s, iter=2.37e+03, step_size=0.893, tol=3.11e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2017.75it/s, iter=2.37e+03, step_size=0.893, tol=3.11e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2017.38it/s, iter=2.37e+03, step_size=0.893, tol=3.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2016.63it/s, iter=2.37e+03, step_size=0.893, tol=3.1e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2016.40it/s, iter=2.37e+03, step_size=0.893, tol=3.09e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2015.72it/s, iter=2.37e+03, step_size=0.893, tol=3.09e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2015.50it/s, iter=2.37e+03, step_size=0.893, tol=3.07e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2014.85it/s, iter=2.37e+03, step_size=0.893, tol=3.07e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2014.67it/s, iter=2.37e+03, step_size=0.893, tol=3.06e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2014.14it/s, iter=2.37e+03, step_size=0.893, tol=3.06e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2013.96it/s, iter=2.37e+03, step_size=0.893, tol=3.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2013.42it/s, iter=2.37e+03, step_size=0.893, tol=3.05e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2013.24it/s, iter=2.37e+03, step_size=0.893, tol=3.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2012.70it/s, iter=2.37e+03, step_size=0.893, tol=3.03e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2012.51it/s, iter=2.37e+03, step_size=0.893, tol=3.02e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2011.98it/s, iter=2.37e+03, step_size=0.893, tol=3.02e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2011.80it/s, iter=2.37e+03, step_size=0.893, tol=3.01e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2011.26it/s, iter=2.37e+03, step_size=0.893, tol=3.01e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2011.08it/s, iter=2.38e+03, step_size=0.893, tol=3e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2010.55it/s, iter=2.38e+03, step_size=0.893, tol=3e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2010.22it/s, iter=2.38e+03, step_size=0.893, tol=2.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2009.68it/s, iter=2.38e+03, step_size=0.893, tol=2.98e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2009.50it/s, iter=2.38e+03, step_size=0.893, tol=2.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2008.97it/s, iter=2.38e+03, step_size=0.893, tol=2.97e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2008.79it/s, iter=2.38e+03, step_size=0.893, tol=2.96e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2008.25it/s, iter=2.38e+03, step_size=0.893, tol=2.96e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2008.07it/s, iter=2.38e+03, step_size=0.893, tol=2.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2007.32it/s, iter=2.38e+03, step_size=0.893, tol=2.95e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2007.00it/s, iter=2.38e+03, step_size=0.893, tol=2.94e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2006.11it/s, iter=2.38e+03, step_size=0.893, tol=2.94e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2005.92it/s, iter=2.38e+03, step_size=0.893, tol=2.92e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2005.35it/s, iter=2.38e+03, step_size=0.893, tol=2.92e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2005.17it/s, iter=2.38e+03, step_size=0.893, tol=2.91e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2004.64it/s, iter=2.38e+03, step_size=0.893, tol=2.91e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2004.46it/s, iter=2.38e+03, step_size=0.893, tol=2.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2003.93it/s, iter=2.38e+03, step_size=0.893, tol=2.9e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2003.75it/s, iter=2.38e+03, step_size=0.893, tol=2.89e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2003.22it/s, iter=2.38e+03, step_size=0.893, tol=2.89e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2002.90it/s, iter=2.38e+03, step_size=0.893, tol=2.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2002.35it/s, iter=2.38e+03, step_size=0.893, tol=2.87e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2002.17it/s, iter=2.39e+03, step_size=0.893, tol=2.86e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2001.64it/s, iter=2.39e+03, step_size=0.893, tol=2.86e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2001.47it/s, iter=2.39e+03, step_size=0.893, tol=2.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2000.94it/s, iter=2.39e+03, step_size=0.893, tol=2.85e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2000.76it/s, iter=2.39e+03, step_size=0.893, tol=2.84e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 2000.17it/s, iter=2.39e+03, step_size=0.893, tol=2.84e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1999.99it/s, iter=2.39e+03, step_size=0.893, tol=2.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1999.47it/s, iter=2.39e+03, step_size=0.893, tol=2.83e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1999.29it/s, iter=2.39e+03, step_size=0.893, tol=2.81e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1998.76it/s, iter=2.39e+03, step_size=0.893, tol=2.81e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1998.58it/s, iter=2.39e+03, step_size=0.893, tol=2.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1998.06it/s, iter=2.39e+03, step_size=0.893, tol=2.8e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1997.88it/s, iter=2.39e+03, step_size=0.893, tol=2.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1997.35it/s, iter=2.39e+03, step_size=0.893, tol=2.79e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1997.17it/s, iter=2.39e+03, step_size=0.893, tol=2.78e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1996.65it/s, iter=2.39e+03, step_size=0.893, tol=2.78e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1996.47it/s, iter=2.39e+03, step_size=0.893, tol=2.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1995.94it/s, iter=2.39e+03, step_size=0.893, tol=2.77e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1995.63it/s, iter=2.4e+03, step_size=0.893, tol=2.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1995.10it/s, iter=2.4e+03, step_size=0.893, tol=2.76e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1994.92it/s, iter=2.4e+03, step_size=0.893, tol=2.75e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1994.40it/s, iter=2.4e+03, step_size=0.893, tol=2.75e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1994.22it/s, iter=2.4e+03, step_size=0.893, tol=2.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1993.70it/s, iter=2.4e+03, step_size=0.893, tol=2.73e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1993.53it/s, iter=2.4e+03, step_size=0.893, tol=2.72e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1993.01it/s, iter=2.4e+03, step_size=0.893, tol=2.72e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1992.82it/s, iter=2.4e+03, step_size=0.893, tol=2.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1992.30it/s, iter=2.4e+03, step_size=0.893, tol=2.71e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1992.12it/s, iter=2.4e+03, step_size=0.893, tol=2.7e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1991.59it/s, iter=2.4e+03, step_size=0.893, tol=2.7e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1991.41it/s, iter=2.4e+03, step_size=0.893, tol=2.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1990.89it/s, iter=2.4e+03, step_size=0.893, tol=2.69e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1990.71it/s, iter=2.4e+03, step_size=0.893, tol=2.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1990.19it/s, iter=2.4e+03, step_size=0.893, tol=2.68e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1990.01it/s, iter=2.4e+03, step_size=0.893, tol=2.67e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1989.49it/s, iter=2.4e+03, step_size=0.893, tol=2.67e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1989.31it/s, iter=2.4e+03, step_size=0.893, tol=2.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1988.76it/s, iter=2.4e+03, step_size=0.893, tol=2.65e-07]
PGD: 44%|####3 | 2199/5000 [00:01<00:01, 1988.33it/s, iter=2.40e+03, step_size=0.893, tol=2.64e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2175.28it/s, iter=2.40e+03, step_size=0.893, tol=2.64e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2174.43it/s, iter=2.40e+03, step_size=0.893, tol=2.64e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2174.08it/s, iter=2.41e+03, step_size=0.893, tol=2.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2173.30it/s, iter=2.41e+03, step_size=0.893, tol=2.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2173.10it/s, iter=2.41e+03, step_size=0.893, tol=2.62e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2172.54it/s, iter=2.41e+03, step_size=0.893, tol=2.62e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2172.34it/s, iter=2.41e+03, step_size=0.893, tol=2.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2171.77it/s, iter=2.41e+03, step_size=0.893, tol=2.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2171.58it/s, iter=2.41e+03, step_size=0.893, tol=2.6e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2171.01it/s, iter=2.41e+03, step_size=0.893, tol=2.6e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2170.82it/s, iter=2.41e+03, step_size=0.893, tol=2.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2170.25it/s, iter=2.41e+03, step_size=0.893, tol=2.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2170.06it/s, iter=2.41e+03, step_size=0.893, tol=2.58e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2169.50it/s, iter=2.41e+03, step_size=0.893, tol=2.58e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2169.30it/s, iter=2.41e+03, step_size=0.893, tol=2.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2168.74it/s, iter=2.41e+03, step_size=0.893, tol=2.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2168.54it/s, iter=2.41e+03, step_size=0.893, tol=2.56e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2167.91it/s, iter=2.41e+03, step_size=0.893, tol=2.56e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2167.62it/s, iter=2.41e+03, step_size=0.893, tol=2.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2167.05it/s, iter=2.41e+03, step_size=0.893, tol=2.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2166.86it/s, iter=2.42e+03, step_size=0.893, tol=2.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2166.29it/s, iter=2.42e+03, step_size=0.893, tol=2.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2166.10it/s, iter=2.42e+03, step_size=0.893, tol=2.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2165.48it/s, iter=2.42e+03, step_size=0.893, tol=2.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2165.28it/s, iter=2.42e+03, step_size=0.893, tol=2.51e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2164.71it/s, iter=2.42e+03, step_size=0.893, tol=2.51e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2164.52it/s, iter=2.42e+03, step_size=0.893, tol=2.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2163.92it/s, iter=2.42e+03, step_size=0.893, tol=2.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2163.70it/s, iter=2.42e+03, step_size=0.893, tol=2.49e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2162.94it/s, iter=2.42e+03, step_size=0.893, tol=2.49e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2162.75it/s, iter=2.42e+03, step_size=0.893, tol=2.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2162.19it/s, iter=2.42e+03, step_size=0.893, tol=2.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2162.00it/s, iter=2.42e+03, step_size=0.893, tol=2.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2161.44it/s, iter=2.42e+03, step_size=0.893, tol=2.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2161.24it/s, iter=2.42e+03, step_size=0.893, tol=2.46e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2160.68it/s, iter=2.42e+03, step_size=0.893, tol=2.46e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2160.49it/s, iter=2.42e+03, step_size=0.893, tol=2.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2159.79it/s, iter=2.42e+03, step_size=0.893, tol=2.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2159.59it/s, iter=2.42e+03, step_size=0.893, tol=2.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2159.03it/s, iter=2.42e+03, step_size=0.893, tol=2.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2158.84it/s, iter=2.42e+03, step_size=0.893, tol=2.43e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2158.28it/s, iter=2.42e+03, step_size=0.893, tol=2.43e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2158.09it/s, iter=2.43e+03, step_size=0.893, tol=2.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2157.53it/s, iter=2.43e+03, step_size=0.893, tol=2.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2157.34it/s, iter=2.43e+03, step_size=0.893, tol=2.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2156.78it/s, iter=2.43e+03, step_size=0.893, tol=2.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2156.59it/s, iter=2.43e+03, step_size=0.893, tol=2.4e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2156.03it/s, iter=2.43e+03, step_size=0.893, tol=2.4e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2155.83it/s, iter=2.43e+03, step_size=0.893, tol=2.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2155.06it/s, iter=2.43e+03, step_size=0.893, tol=2.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2154.69it/s, iter=2.43e+03, step_size=0.893, tol=2.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2153.65it/s, iter=2.43e+03, step_size=0.893, tol=2.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2153.46it/s, iter=2.43e+03, step_size=0.893, tol=2.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2152.91it/s, iter=2.43e+03, step_size=0.893, tol=2.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2152.68it/s, iter=2.43e+03, step_size=0.893, tol=2.36e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2151.96it/s, iter=2.43e+03, step_size=0.893, tol=2.36e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2151.77it/s, iter=2.43e+03, step_size=0.893, tol=2.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2151.21it/s, iter=2.43e+03, step_size=0.893, tol=2.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2151.02it/s, iter=2.43e+03, step_size=0.893, tol=2.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2150.41it/s, iter=2.43e+03, step_size=0.893, tol=2.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2150.22it/s, iter=2.44e+03, step_size=0.893, tol=2.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2149.67it/s, iter=2.44e+03, step_size=0.893, tol=2.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2149.48it/s, iter=2.44e+03, step_size=0.893, tol=2.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2148.92it/s, iter=2.44e+03, step_size=0.893, tol=2.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2148.73it/s, iter=2.44e+03, step_size=0.893, tol=2.31e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2148.17it/s, iter=2.44e+03, step_size=0.893, tol=2.31e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2147.99it/s, iter=2.44e+03, step_size=0.893, tol=2.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2147.43it/s, iter=2.44e+03, step_size=0.893, tol=2.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2147.23it/s, iter=2.44e+03, step_size=0.893, tol=2.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2146.68it/s, iter=2.44e+03, step_size=0.893, tol=2.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2146.49it/s, iter=2.44e+03, step_size=0.893, tol=2.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2145.93it/s, iter=2.44e+03, step_size=0.893, tol=2.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2145.74it/s, iter=2.44e+03, step_size=0.893, tol=2.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2145.19it/s, iter=2.44e+03, step_size=0.893, tol=2.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2145.00it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2144.31it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2144.11it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2143.56it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2143.34it/s, iter=2.44e+03, step_size=0.893, tol=2.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2142.76it/s, iter=2.44e+03, step_size=0.893, tol=2.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2142.57it/s, iter=2.44e+03, step_size=0.893, tol=2.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2142.02it/s, iter=2.44e+03, step_size=0.893, tol=2.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2141.83it/s, iter=2.45e+03, step_size=0.893, tol=2.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2141.29it/s, iter=2.45e+03, step_size=0.893, tol=2.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2141.10it/s, iter=2.45e+03, step_size=0.893, tol=2.22e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2140.55it/s, iter=2.45e+03, step_size=0.893, tol=2.22e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2140.36it/s, iter=2.45e+03, step_size=0.893, tol=2.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2139.82it/s, iter=2.45e+03, step_size=0.893, tol=2.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2139.63it/s, iter=2.45e+03, step_size=0.893, tol=2.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2139.07it/s, iter=2.45e+03, step_size=0.893, tol=2.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2138.87it/s, iter=2.45e+03, step_size=0.893, tol=2.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2138.32it/s, iter=2.45e+03, step_size=0.893, tol=2.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2138.13it/s, iter=2.45e+03, step_size=0.893, tol=2.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2137.58it/s, iter=2.45e+03, step_size=0.893, tol=2.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2137.40it/s, iter=2.45e+03, step_size=0.893, tol=2.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2136.73it/s, iter=2.45e+03, step_size=0.893, tol=2.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2136.55it/s, iter=2.45e+03, step_size=0.893, tol=2.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2136.00it/s, iter=2.45e+03, step_size=0.893, tol=2.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2135.82it/s, iter=2.45e+03, step_size=0.893, tol=2.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2135.26it/s, iter=2.45e+03, step_size=0.893, tol=2.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2135.08it/s, iter=2.46e+03, step_size=0.893, tol=2.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2134.05it/s, iter=2.46e+03, step_size=0.893, tol=2.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2133.74it/s, iter=2.46e+03, step_size=0.893, tol=2.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2132.66it/s, iter=2.46e+03, step_size=0.893, tol=2.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2132.46it/s, iter=2.46e+03, step_size=0.893, tol=2.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2131.80it/s, iter=2.46e+03, step_size=0.893, tol=2.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2131.53it/s, iter=2.46e+03, step_size=0.893, tol=2.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2130.77it/s, iter=2.46e+03, step_size=0.893, tol=2.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2130.56it/s, iter=2.46e+03, step_size=0.893, tol=2.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2129.97it/s, iter=2.46e+03, step_size=0.893, tol=2.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2129.76it/s, iter=2.46e+03, step_size=0.893, tol=2.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2129.03it/s, iter=2.46e+03, step_size=0.893, tol=2.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2128.75it/s, iter=2.46e+03, step_size=0.893, tol=2.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2128.14it/s, iter=2.46e+03, step_size=0.893, tol=2.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2127.93it/s, iter=2.46e+03, step_size=0.893, tol=2.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2127.33it/s, iter=2.46e+03, step_size=0.893, tol=2.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2127.12it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2126.52it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2126.31it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2125.71it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2125.50it/s, iter=2.46e+03, step_size=0.893, tol=2.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2124.77it/s, iter=2.46e+03, step_size=0.893, tol=2.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2124.35it/s, iter=2.47e+03, step_size=0.893, tol=2.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2123.26it/s, iter=2.47e+03, step_size=0.893, tol=2.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2123.00it/s, iter=2.47e+03, step_size=0.893, tol=2.04e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2122.22it/s, iter=2.47e+03, step_size=0.893, tol=2.04e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2121.89it/s, iter=2.47e+03, step_size=0.893, tol=2.03e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2121.22it/s, iter=2.47e+03, step_size=0.893, tol=2.03e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2121.00it/s, iter=2.47e+03, step_size=0.893, tol=2.02e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2120.34it/s, iter=2.47e+03, step_size=0.893, tol=2.02e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2120.12it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2119.47it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2119.24it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2118.59it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2118.37it/s, iter=2.47e+03, step_size=0.893, tol=2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2117.70it/s, iter=2.47e+03, step_size=0.893, tol=2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2117.48it/s, iter=2.47e+03, step_size=0.893, tol=1.99e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2116.82it/s, iter=2.47e+03, step_size=0.893, tol=1.99e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2116.60it/s, iter=2.47e+03, step_size=0.893, tol=1.98e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2115.94it/s, iter=2.47e+03, step_size=0.893, tol=1.98e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2115.72it/s, iter=2.48e+03, step_size=0.893, tol=1.97e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2115.06it/s, iter=2.48e+03, step_size=0.893, tol=1.97e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2114.84it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2114.18it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2113.96it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2113.31it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2113.07it/s, iter=2.48e+03, step_size=0.893, tol=1.95e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2112.48it/s, iter=2.48e+03, step_size=0.893, tol=1.95e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2112.28it/s, iter=2.48e+03, step_size=0.893, tol=1.94e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2111.69it/s, iter=2.48e+03, step_size=0.893, tol=1.94e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2111.49it/s, iter=2.48e+03, step_size=0.893, tol=1.93e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2110.91it/s, iter=2.48e+03, step_size=0.893, tol=1.93e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2110.65it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2110.05it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2109.64it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2108.88it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2108.68it/s, iter=2.48e+03, step_size=0.893, tol=1.91e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2108.09it/s, iter=2.48e+03, step_size=0.893, tol=1.91e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2107.89it/s, iter=2.48e+03, step_size=0.893, tol=1.9e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2107.31it/s, iter=2.48e+03, step_size=0.893, tol=1.9e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2106.98it/s, iter=2.48e+03, step_size=0.893, tol=1.89e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2106.40it/s, iter=2.48e+03, step_size=0.893, tol=1.89e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2106.19it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2105.60it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2105.40it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2104.64it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2104.31it/s, iter=2.49e+03, step_size=0.893, tol=1.87e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2103.41it/s, iter=2.49e+03, step_size=0.893, tol=1.87e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2103.02it/s, iter=2.49e+03, step_size=0.893, tol=1.86e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2102.45it/s, iter=2.49e+03, step_size=0.893, tol=1.86e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2102.26it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2101.72it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2101.53it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2100.99it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2100.81it/s, iter=2.49e+03, step_size=0.893, tol=1.84e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2100.08it/s, iter=2.49e+03, step_size=0.893, tol=1.84e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2099.67it/s, iter=2.49e+03, step_size=0.893, tol=1.83e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2099.13it/s, iter=2.49e+03, step_size=0.893, tol=1.83e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2098.94it/s, iter=2.49e+03, step_size=0.893, tol=1.82e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2098.40it/s, iter=2.49e+03, step_size=0.893, tol=1.82e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2098.22it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2097.68it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2097.50it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2096.96it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2096.78it/s, iter=2.5e+03, step_size=0.893, tol=1.8e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2096.24it/s, iter=2.5e+03, step_size=0.893, tol=1.8e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2096.06it/s, iter=2.5e+03, step_size=0.893, tol=1.79e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2095.52it/s, iter=2.5e+03, step_size=0.893, tol=1.79e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2095.34it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2094.78it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2094.59it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2094.07it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2093.89it/s, iter=2.5e+03, step_size=0.893, tol=1.77e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2093.36it/s, iter=2.5e+03, step_size=0.893, tol=1.77e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2093.18it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2092.65it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2092.32it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2091.78it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2091.45it/s, iter=2.5e+03, step_size=0.893, tol=1.75e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2090.62it/s, iter=2.5e+03, step_size=0.893, tol=1.75e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2090.44it/s, iter=2.50e+03, step_size=0.893, tol=1.74e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2089.91it/s, iter=2.50e+03, step_size=0.893, tol=1.74e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2089.73it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2089.15it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2088.97it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2088.44it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2088.26it/s, iter=2.51e+03, step_size=0.893, tol=1.72e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2087.73it/s, iter=2.51e+03, step_size=0.893, tol=1.72e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2087.55it/s, iter=2.51e+03, step_size=0.893, tol=1.71e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2086.97it/s, iter=2.51e+03, step_size=0.893, tol=1.71e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2086.79it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2086.27it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2086.09it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2085.57it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2085.39it/s, iter=2.51e+03, step_size=0.893, tol=1.69e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2084.67it/s, iter=2.51e+03, step_size=0.893, tol=1.69e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2084.49it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2083.96it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2083.78it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2083.26it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2083.09it/s, iter=2.52e+03, step_size=0.893, tol=1.67e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2082.57it/s, iter=2.52e+03, step_size=0.893, tol=1.67e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2082.39it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2081.84it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2081.56it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2080.54it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2080.14it/s, iter=2.52e+03, step_size=0.893, tol=1.65e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2079.43it/s, iter=2.52e+03, step_size=0.893, tol=1.65e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2079.24it/s, iter=2.52e+03, step_size=0.893, tol=1.64e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2078.70it/s, iter=2.52e+03, step_size=0.893, tol=1.64e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2078.51it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2077.85it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2077.66it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2077.12it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2076.93it/s, iter=2.52e+03, step_size=0.893, tol=1.62e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2076.39it/s, iter=2.52e+03, step_size=0.893, tol=1.62e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2076.21it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2075.69it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2075.51it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2074.99it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2074.81it/s, iter=2.52e+03, step_size=0.893, tol=1.6e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2074.29it/s, iter=2.52e+03, step_size=0.893, tol=1.6e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2074.12it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2073.61it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2073.43it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2072.91it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2072.73it/s, iter=2.53e+03, step_size=0.893, tol=1.58e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2072.22it/s, iter=2.53e+03, step_size=0.893, tol=1.58e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2072.04it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2071.53it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2071.35it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2070.70it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2070.51it/s, iter=2.53e+03, step_size=0.893, tol=1.56e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2069.70it/s, iter=2.53e+03, step_size=0.893, tol=1.56e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2069.45it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2068.28it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2067.89it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2066.62it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2066.27it/s, iter=2.53e+03, step_size=0.893, tol=1.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2065.54it/s, iter=2.53e+03, step_size=0.893, tol=1.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2065.32it/s, iter=2.54e+03, step_size=0.893, tol=1.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2064.56it/s, iter=2.54e+03, step_size=0.893, tol=1.54e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2064.35it/s, iter=2.54e+03, step_size=0.893, tol=1.53e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2063.59it/s, iter=2.54e+03, step_size=0.893, tol=1.53e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2063.38it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2062.75it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2062.54it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2061.92it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2061.71it/s, iter=2.54e+03, step_size=0.893, tol=1.51e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2061.08it/s, iter=2.54e+03, step_size=0.893, tol=1.51e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2060.87it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2060.25it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2060.04it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2059.42it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2059.21it/s, iter=2.54e+03, step_size=0.893, tol=1.49e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2058.61it/s, iter=2.54e+03, step_size=0.893, tol=1.49e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2058.42it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2057.80it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2057.61it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2057.05it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2056.86it/s, iter=2.54e+03, step_size=0.893, tol=1.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2056.24it/s, iter=2.54e+03, step_size=0.893, tol=1.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2056.05it/s, iter=2.55e+03, step_size=0.893, tol=1.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2055.49it/s, iter=2.55e+03, step_size=0.893, tol=1.47e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2055.30it/s, iter=2.55e+03, step_size=0.893, tol=1.46e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2054.75it/s, iter=2.55e+03, step_size=0.893, tol=1.46e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2054.56it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2054.00it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2053.80it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2053.24it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2053.05it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2052.48it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2052.29it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2051.73it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2051.54it/s, iter=2.55e+03, step_size=0.893, tol=1.43e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2050.98it/s, iter=2.55e+03, step_size=0.893, tol=1.43e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2050.79it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2050.22it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2050.04it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2049.51it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2049.33it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2048.64it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2048.26it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2047.55it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2047.38it/s, iter=2.56e+03, step_size=0.893, tol=1.4e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2046.86it/s, iter=2.56e+03, step_size=0.893, tol=1.4e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2046.69it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2046.17it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2045.99it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2045.48it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2045.31it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2044.80it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2044.62it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2044.10it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2043.93it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2043.42it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2043.24it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2042.65it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2042.47it/s, iter=2.56e+03, step_size=0.893, tol=1.36e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2041.96it/s, iter=2.56e+03, step_size=0.893, tol=1.36e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2041.78it/s, iter=2.56e+03, step_size=0.893, tol=1.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2040.91it/s, iter=2.56e+03, step_size=0.893, tol=1.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2040.60it/s, iter=2.57e+03, step_size=0.893, tol=1.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2039.78it/s, iter=2.57e+03, step_size=0.893, tol=1.35e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2039.61it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2038.88it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2038.71it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2038.21it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2038.04it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2037.49it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2037.32it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2036.81it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2036.64it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2036.14it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2035.97it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2035.25it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2034.88it/s, iter=2.57e+03, step_size=0.893, tol=1.31e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2033.75it/s, iter=2.57e+03, step_size=0.893, tol=1.31e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2033.56it/s, iter=2.57e+03, step_size=0.893, tol=1.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2033.04it/s, iter=2.57e+03, step_size=0.893, tol=1.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2032.86it/s, iter=2.58e+03, step_size=0.893, tol=1.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2032.34it/s, iter=2.58e+03, step_size=0.893, tol=1.3e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2032.16it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2031.57it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2031.39it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2030.65it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2030.40it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2029.90it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2029.73it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2029.24it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2029.07it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2028.45it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2028.28it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2027.79it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2027.62it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2027.12it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2026.95it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2026.46it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2026.29it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2025.80it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2025.63it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2025.14it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2024.97it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2024.47it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2024.30it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2023.80it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2023.63it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2023.14it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2022.97it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2022.48it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2022.31it/s, iter=2.59e+03, step_size=0.893, tol=1.22e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2021.72it/s, iter=2.59e+03, step_size=0.893, tol=1.22e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2021.55it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2020.65it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2020.40it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2019.91it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2019.74it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2019.26it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2019.09it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2018.55it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2018.38it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2017.85it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2017.68it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2017.19it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2016.98it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2016.49it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2016.32it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2015.83it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2015.67it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2015.11it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2014.94it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2014.45it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2014.28it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2013.79it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2013.62it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2013.11it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2012.94it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2012.11it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2011.74it/s, iter=2.6e+03, step_size=0.893, tol=1.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2011.25it/s, iter=2.6e+03, step_size=0.893, tol=1.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2011.08it/s, iter=2.60e+03, step_size=0.893, tol=1.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2010.60it/s, iter=2.60e+03, step_size=0.893, tol=1.15e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2010.43it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2009.94it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2009.78it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2009.30it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2009.13it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2008.53it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2008.34it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2007.76it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2007.44it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2006.63it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2006.45it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2005.90it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2005.72it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2005.18it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2005.00it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2004.46it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2004.27it/s, iter=2.61e+03, step_size=0.893, tol=1.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2003.74it/s, iter=2.61e+03, step_size=0.893, tol=1.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2003.56it/s, iter=2.62e+03, step_size=0.893, tol=1.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2003.02it/s, iter=2.62e+03, step_size=0.893, tol=1.1e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2002.84it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2002.30it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2002.12it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2001.48it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2001.30it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2000.77it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2000.59it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 2000.06it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1999.88it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1999.35it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1999.17it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1998.65it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1998.49it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1997.96it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1997.79it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1997.31it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1997.13it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1996.64it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1996.48it/s, iter=2.62e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1995.99it/s, iter=2.62e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1995.82it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1995.26it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1995.06it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1994.51it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 48%|####8 | 2406/5000 [00:01<00:01, 1994.21it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2178.77it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2178.20it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2178.02it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2177.49it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2177.30it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2176.77it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2176.59it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2176.06it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2175.88it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2175.32it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2175.14it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2174.57it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2174.39it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2173.87it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2173.69it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2173.17it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2172.87it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2172.31it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2172.12it/s, iter=2.64e+03, step_size=0.893, tol=1e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2171.58it/s, iter=2.64e+03, step_size=0.893, tol=1e-07]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2171.39it/s, iter=2.64e+03, step_size=0.893, tol=9.98e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2170.84it/s, iter=2.64e+03, step_size=0.893, tol=9.98e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2170.66it/s, iter=2.64e+03, step_size=0.893, tol=9.94e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2170.14it/s, iter=2.64e+03, step_size=0.893, tol=9.94e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2169.97it/s, iter=2.64e+03, step_size=0.893, tol=9.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2169.42it/s, iter=2.64e+03, step_size=0.893, tol=9.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2169.24it/s, iter=2.64e+03, step_size=0.893, tol=9.86e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2168.33it/s, iter=2.64e+03, step_size=0.893, tol=9.86e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2167.89it/s, iter=2.64e+03, step_size=0.893, tol=9.82e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2166.64it/s, iter=2.64e+03, step_size=0.893, tol=9.82e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2166.20it/s, iter=2.64e+03, step_size=0.893, tol=9.78e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2164.68it/s, iter=2.64e+03, step_size=0.893, tol=9.78e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2164.19it/s, iter=2.64e+03, step_size=0.893, tol=9.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2163.38it/s, iter=2.64e+03, step_size=0.893, tol=9.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2162.89it/s, iter=2.64e+03, step_size=0.893, tol=9.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2162.19it/s, iter=2.64e+03, step_size=0.893, tol=9.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2161.97it/s, iter=2.65e+03, step_size=0.893, tol=9.65e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2161.34it/s, iter=2.65e+03, step_size=0.893, tol=9.65e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2161.10it/s, iter=2.65e+03, step_size=0.893, tol=9.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2160.44it/s, iter=2.65e+03, step_size=0.893, tol=9.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2160.23it/s, iter=2.65e+03, step_size=0.893, tol=9.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2159.60it/s, iter=2.65e+03, step_size=0.893, tol=9.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2159.38it/s, iter=2.65e+03, step_size=0.893, tol=9.53e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2158.62it/s, iter=2.65e+03, step_size=0.893, tol=9.53e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2158.41it/s, iter=2.65e+03, step_size=0.893, tol=9.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2157.78it/s, iter=2.65e+03, step_size=0.893, tol=9.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2157.57it/s, iter=2.65e+03, step_size=0.893, tol=9.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2156.97it/s, iter=2.65e+03, step_size=0.893, tol=9.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2156.77it/s, iter=2.65e+03, step_size=0.893, tol=9.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2156.20it/s, iter=2.65e+03, step_size=0.893, tol=9.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2156.01it/s, iter=2.65e+03, step_size=0.893, tol=9.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2155.45it/s, iter=2.65e+03, step_size=0.893, tol=9.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2155.25it/s, iter=2.65e+03, step_size=0.893, tol=9.34e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2154.69it/s, iter=2.65e+03, step_size=0.893, tol=9.34e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2154.50it/s, iter=2.66e+03, step_size=0.893, tol=9.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2153.93it/s, iter=2.66e+03, step_size=0.893, tol=9.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2153.74it/s, iter=2.66e+03, step_size=0.893, tol=9.26e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2153.18it/s, iter=2.66e+03, step_size=0.893, tol=9.26e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2152.99it/s, iter=2.66e+03, step_size=0.893, tol=9.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2152.42it/s, iter=2.66e+03, step_size=0.893, tol=9.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2152.23it/s, iter=2.66e+03, step_size=0.893, tol=9.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2151.57it/s, iter=2.66e+03, step_size=0.893, tol=9.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2151.38it/s, iter=2.66e+03, step_size=0.893, tol=9.14e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2150.57it/s, iter=2.66e+03, step_size=0.893, tol=9.14e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2150.09it/s, iter=2.66e+03, step_size=0.893, tol=9.11e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2148.96it/s, iter=2.66e+03, step_size=0.893, tol=9.11e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2148.59it/s, iter=2.66e+03, step_size=0.893, tol=9.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2147.95it/s, iter=2.66e+03, step_size=0.893, tol=9.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2147.77it/s, iter=2.66e+03, step_size=0.893, tol=9.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2147.24it/s, iter=2.66e+03, step_size=0.893, tol=9.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2147.06it/s, iter=2.66e+03, step_size=0.893, tol=8.99e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2146.55it/s, iter=2.66e+03, step_size=0.893, tol=8.99e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2146.37it/s, iter=2.66e+03, step_size=0.893, tol=8.96e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2145.85it/s, iter=2.66e+03, step_size=0.893, tol=8.96e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2145.67it/s, iter=2.66e+03, step_size=0.893, tol=8.92e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2145.15it/s, iter=2.66e+03, step_size=0.893, tol=8.92e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2144.98it/s, iter=2.67e+03, step_size=0.893, tol=8.88e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2144.20it/s, iter=2.67e+03, step_size=0.893, tol=8.88e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2144.02it/s, iter=2.67e+03, step_size=0.893, tol=8.84e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2143.49it/s, iter=2.67e+03, step_size=0.893, tol=8.84e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2143.31it/s, iter=2.67e+03, step_size=0.893, tol=8.81e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2142.79it/s, iter=2.67e+03, step_size=0.893, tol=8.81e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2142.62it/s, iter=2.67e+03, step_size=0.893, tol=8.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2142.10it/s, iter=2.67e+03, step_size=0.893, tol=8.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2141.93it/s, iter=2.67e+03, step_size=0.893, tol=8.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2141.41it/s, iter=2.67e+03, step_size=0.893, tol=8.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2141.24it/s, iter=2.67e+03, step_size=0.893, tol=8.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2140.71it/s, iter=2.67e+03, step_size=0.893, tol=8.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2140.53it/s, iter=2.67e+03, step_size=0.893, tol=8.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2140.01it/s, iter=2.67e+03, step_size=0.893, tol=8.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2139.69it/s, iter=2.67e+03, step_size=0.893, tol=8.62e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2138.64it/s, iter=2.67e+03, step_size=0.893, tol=8.62e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2138.45it/s, iter=2.67e+03, step_size=0.893, tol=8.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2137.83it/s, iter=2.67e+03, step_size=0.893, tol=8.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2137.51it/s, iter=2.68e+03, step_size=0.893, tol=8.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2136.97it/s, iter=2.68e+03, step_size=0.893, tol=8.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2136.60it/s, iter=2.68e+03, step_size=0.893, tol=8.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2135.74it/s, iter=2.68e+03, step_size=0.893, tol=8.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2135.56it/s, iter=2.68e+03, step_size=0.893, tol=8.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2135.05it/s, iter=2.68e+03, step_size=0.893, tol=8.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2134.88it/s, iter=2.68e+03, step_size=0.893, tol=8.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2134.32it/s, iter=2.68e+03, step_size=0.893, tol=8.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2134.15it/s, iter=2.68e+03, step_size=0.893, tol=8.41e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2133.65it/s, iter=2.68e+03, step_size=0.893, tol=8.41e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2133.48it/s, iter=2.68e+03, step_size=0.893, tol=8.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2132.97it/s, iter=2.68e+03, step_size=0.893, tol=8.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2132.80it/s, iter=2.68e+03, step_size=0.893, tol=8.34e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2132.25it/s, iter=2.68e+03, step_size=0.893, tol=8.34e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2132.08it/s, iter=2.68e+03, step_size=0.893, tol=8.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2131.58it/s, iter=2.68e+03, step_size=0.893, tol=8.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2131.41it/s, iter=2.68e+03, step_size=0.893, tol=8.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2130.91it/s, iter=2.68e+03, step_size=0.893, tol=8.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2130.58it/s, iter=2.68e+03, step_size=0.893, tol=8.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2130.08it/s, iter=2.68e+03, step_size=0.893, tol=8.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2129.90it/s, iter=2.68e+03, step_size=0.893, tol=8.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2129.41it/s, iter=2.68e+03, step_size=0.893, tol=8.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2129.23it/s, iter=2.69e+03, step_size=0.893, tol=8.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2128.72it/s, iter=2.69e+03, step_size=0.893, tol=8.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2128.55it/s, iter=2.69e+03, step_size=0.893, tol=8.13e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2128.05it/s, iter=2.69e+03, step_size=0.893, tol=8.13e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2127.88it/s, iter=2.69e+03, step_size=0.893, tol=8.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2127.37it/s, iter=2.69e+03, step_size=0.893, tol=8.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2127.20it/s, iter=2.69e+03, step_size=0.893, tol=8.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2126.70it/s, iter=2.69e+03, step_size=0.893, tol=8.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2126.53it/s, iter=2.69e+03, step_size=0.893, tol=8.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2126.03it/s, iter=2.69e+03, step_size=0.893, tol=8.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2125.86it/s, iter=2.69e+03, step_size=0.893, tol=8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2125.36it/s, iter=2.69e+03, step_size=0.893, tol=8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2125.19it/s, iter=2.69e+03, step_size=0.893, tol=7.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2124.69it/s, iter=2.69e+03, step_size=0.893, tol=7.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2124.52it/s, iter=2.69e+03, step_size=0.893, tol=7.93e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2123.82it/s, iter=2.69e+03, step_size=0.893, tol=7.93e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2123.49it/s, iter=2.69e+03, step_size=0.893, tol=7.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2122.25it/s, iter=2.69e+03, step_size=0.893, tol=7.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2122.03it/s, iter=2.7e+03, step_size=0.893, tol=7.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2120.90it/s, iter=2.7e+03, step_size=0.893, tol=7.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2120.61it/s, iter=2.7e+03, step_size=0.893, tol=7.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2119.53it/s, iter=2.7e+03, step_size=0.893, tol=7.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2119.34it/s, iter=2.7e+03, step_size=0.893, tol=7.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2118.58it/s, iter=2.7e+03, step_size=0.893, tol=7.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2118.39it/s, iter=2.7e+03, step_size=0.893, tol=7.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2117.81it/s, iter=2.7e+03, step_size=0.893, tol=7.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2117.62it/s, iter=2.7e+03, step_size=0.893, tol=7.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2117.01it/s, iter=2.7e+03, step_size=0.893, tol=7.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2116.77it/s, iter=2.7e+03, step_size=0.893, tol=7.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2116.21it/s, iter=2.7e+03, step_size=0.893, tol=7.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2116.03it/s, iter=2.7e+03, step_size=0.893, tol=7.67e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2115.47it/s, iter=2.7e+03, step_size=0.893, tol=7.67e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2115.28it/s, iter=2.7e+03, step_size=0.893, tol=7.64e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2114.73it/s, iter=2.7e+03, step_size=0.893, tol=7.64e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2114.55it/s, iter=2.7e+03, step_size=0.893, tol=7.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2113.99it/s, iter=2.7e+03, step_size=0.893, tol=7.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2113.82it/s, iter=2.7e+03, step_size=0.893, tol=7.58e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2113.32it/s, iter=2.7e+03, step_size=0.893, tol=7.58e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2113.15it/s, iter=2.70e+03, step_size=0.893, tol=7.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2112.65it/s, iter=2.70e+03, step_size=0.893, tol=7.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2112.48it/s, iter=2.71e+03, step_size=0.893, tol=7.51e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2111.97it/s, iter=2.71e+03, step_size=0.893, tol=7.51e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2111.81it/s, iter=2.71e+03, step_size=0.893, tol=7.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2111.31it/s, iter=2.71e+03, step_size=0.893, tol=7.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2111.14it/s, iter=2.71e+03, step_size=0.893, tol=7.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2110.16it/s, iter=2.71e+03, step_size=0.893, tol=7.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2109.90it/s, iter=2.71e+03, step_size=0.893, tol=7.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2109.26it/s, iter=2.71e+03, step_size=0.893, tol=7.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2108.84it/s, iter=2.71e+03, step_size=0.893, tol=7.39e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2108.26it/s, iter=2.71e+03, step_size=0.893, tol=7.39e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2108.09it/s, iter=2.71e+03, step_size=0.893, tol=7.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2107.58it/s, iter=2.71e+03, step_size=0.893, tol=7.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2107.41it/s, iter=2.71e+03, step_size=0.893, tol=7.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2106.91it/s, iter=2.71e+03, step_size=0.893, tol=7.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2106.73it/s, iter=2.71e+03, step_size=0.893, tol=7.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2106.23it/s, iter=2.71e+03, step_size=0.893, tol=7.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2106.05it/s, iter=2.71e+03, step_size=0.893, tol=7.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2105.53it/s, iter=2.71e+03, step_size=0.893, tol=7.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2105.34it/s, iter=2.72e+03, step_size=0.893, tol=7.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2104.83it/s, iter=2.72e+03, step_size=0.893, tol=7.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2104.66it/s, iter=2.72e+03, step_size=0.893, tol=7.21e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2104.12it/s, iter=2.72e+03, step_size=0.893, tol=7.21e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2103.95it/s, iter=2.72e+03, step_size=0.893, tol=7.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2103.36it/s, iter=2.72e+03, step_size=0.893, tol=7.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2103.19it/s, iter=2.72e+03, step_size=0.893, tol=7.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2102.65it/s, iter=2.72e+03, step_size=0.893, tol=7.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2102.48it/s, iter=2.72e+03, step_size=0.893, tol=7.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2102.00it/s, iter=2.72e+03, step_size=0.893, tol=7.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2101.83it/s, iter=2.72e+03, step_size=0.893, tol=7.09e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2101.34it/s, iter=2.72e+03, step_size=0.893, tol=7.09e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2101.18it/s, iter=2.72e+03, step_size=0.893, tol=7.06e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2100.69it/s, iter=2.72e+03, step_size=0.893, tol=7.06e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2100.53it/s, iter=2.72e+03, step_size=0.893, tol=7.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2100.04it/s, iter=2.72e+03, step_size=0.893, tol=7.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2099.87it/s, iter=2.72e+03, step_size=0.893, tol=7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2099.39it/s, iter=2.72e+03, step_size=0.893, tol=7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2099.22it/s, iter=2.72e+03, step_size=0.893, tol=6.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2098.73it/s, iter=2.72e+03, step_size=0.893, tol=6.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2098.57it/s, iter=2.72e+03, step_size=0.893, tol=6.94e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2098.08it/s, iter=2.72e+03, step_size=0.893, tol=6.94e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2097.91it/s, iter=2.73e+03, step_size=0.893, tol=6.91e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2097.42it/s, iter=2.73e+03, step_size=0.893, tol=6.91e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2097.25it/s, iter=2.73e+03, step_size=0.893, tol=6.88e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2096.65it/s, iter=2.73e+03, step_size=0.893, tol=6.88e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2096.48it/s, iter=2.73e+03, step_size=0.893, tol=6.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2095.84it/s, iter=2.73e+03, step_size=0.893, tol=6.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2095.43it/s, iter=2.73e+03, step_size=0.893, tol=6.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2094.89it/s, iter=2.73e+03, step_size=0.893, tol=6.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2094.73it/s, iter=2.73e+03, step_size=0.893, tol=6.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2094.24it/s, iter=2.73e+03, step_size=0.893, tol=6.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2094.07it/s, iter=2.73e+03, step_size=0.893, tol=6.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2093.49it/s, iter=2.73e+03, step_size=0.893, tol=6.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2093.16it/s, iter=2.73e+03, step_size=0.893, tol=6.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2092.03it/s, iter=2.73e+03, step_size=0.893, tol=6.74e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2091.71it/s, iter=2.73e+03, step_size=0.893, tol=6.71e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2091.21it/s, iter=2.73e+03, step_size=0.893, tol=6.71e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2091.04it/s, iter=2.73e+03, step_size=0.893, tol=6.68e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2090.50it/s, iter=2.73e+03, step_size=0.893, tol=6.68e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2090.34it/s, iter=2.74e+03, step_size=0.893, tol=6.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2089.71it/s, iter=2.74e+03, step_size=0.893, tol=6.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2089.54it/s, iter=2.74e+03, step_size=0.893, tol=6.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2089.06it/s, iter=2.74e+03, step_size=0.893, tol=6.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2088.90it/s, iter=2.74e+03, step_size=0.893, tol=6.6e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2088.41it/s, iter=2.74e+03, step_size=0.893, tol=6.6e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2088.25it/s, iter=2.74e+03, step_size=0.893, tol=6.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2087.75it/s, iter=2.74e+03, step_size=0.893, tol=6.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2087.59it/s, iter=2.74e+03, step_size=0.893, tol=6.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2087.11it/s, iter=2.74e+03, step_size=0.893, tol=6.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2086.95it/s, iter=2.74e+03, step_size=0.893, tol=6.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2086.46it/s, iter=2.74e+03, step_size=0.893, tol=6.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2086.30it/s, iter=2.74e+03, step_size=0.893, tol=6.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2085.82it/s, iter=2.74e+03, step_size=0.893, tol=6.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2085.65it/s, iter=2.74e+03, step_size=0.893, tol=6.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2085.17it/s, iter=2.74e+03, step_size=0.893, tol=6.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2085.01it/s, iter=2.74e+03, step_size=0.893, tol=6.44e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2084.54it/s, iter=2.74e+03, step_size=0.893, tol=6.44e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2084.37it/s, iter=2.74e+03, step_size=0.893, tol=6.41e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2083.89it/s, iter=2.74e+03, step_size=0.893, tol=6.41e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2083.73it/s, iter=2.74e+03, step_size=0.893, tol=6.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2083.05it/s, iter=2.74e+03, step_size=0.893, tol=6.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2082.82it/s, iter=2.75e+03, step_size=0.893, tol=6.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2082.06it/s, iter=2.75e+03, step_size=0.893, tol=6.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2081.89it/s, iter=2.75e+03, step_size=0.893, tol=6.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2081.41it/s, iter=2.75e+03, step_size=0.893, tol=6.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2081.24it/s, iter=2.75e+03, step_size=0.893, tol=6.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2080.76it/s, iter=2.75e+03, step_size=0.893, tol=6.3e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2080.60it/s, iter=2.75e+03, step_size=0.893, tol=6.28e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2080.12it/s, iter=2.75e+03, step_size=0.893, tol=6.28e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2079.96it/s, iter=2.75e+03, step_size=0.893, tol=6.25e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2079.48it/s, iter=2.75e+03, step_size=0.893, tol=6.25e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2079.30it/s, iter=2.75e+03, step_size=0.893, tol=6.23e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2078.80it/s, iter=2.75e+03, step_size=0.893, tol=6.23e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2078.60it/s, iter=2.75e+03, step_size=0.893, tol=6.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2078.12it/s, iter=2.75e+03, step_size=0.893, tol=6.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2077.96it/s, iter=2.75e+03, step_size=0.893, tol=6.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2077.48it/s, iter=2.75e+03, step_size=0.893, tol=6.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2077.32it/s, iter=2.75e+03, step_size=0.893, tol=6.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2076.70it/s, iter=2.75e+03, step_size=0.893, tol=6.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2076.54it/s, iter=2.76e+03, step_size=0.893, tol=6.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2076.07it/s, iter=2.76e+03, step_size=0.893, tol=6.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2075.91it/s, iter=2.76e+03, step_size=0.893, tol=6.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2075.43it/s, iter=2.76e+03, step_size=0.893, tol=6.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2075.27it/s, iter=2.76e+03, step_size=0.893, tol=6.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2074.79it/s, iter=2.76e+03, step_size=0.893, tol=6.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2074.63it/s, iter=2.76e+03, step_size=0.893, tol=6.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2074.16it/s, iter=2.76e+03, step_size=0.893, tol=6.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2074.00it/s, iter=2.76e+03, step_size=0.893, tol=6.02e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2073.53it/s, iter=2.76e+03, step_size=0.893, tol=6.02e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2073.36it/s, iter=2.76e+03, step_size=0.893, tol=6e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2072.89it/s, iter=2.76e+03, step_size=0.893, tol=6e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2072.73it/s, iter=2.76e+03, step_size=0.893, tol=5.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2072.26it/s, iter=2.76e+03, step_size=0.893, tol=5.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2072.10it/s, iter=2.76e+03, step_size=0.893, tol=5.95e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2071.62it/s, iter=2.76e+03, step_size=0.893, tol=5.95e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2071.46it/s, iter=2.76e+03, step_size=0.893, tol=5.92e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2070.99it/s, iter=2.76e+03, step_size=0.893, tol=5.92e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2070.82it/s, iter=2.76e+03, step_size=0.893, tol=5.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2070.24it/s, iter=2.76e+03, step_size=0.893, tol=5.9e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2070.07it/s, iter=2.76e+03, step_size=0.893, tol=5.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2069.60it/s, iter=2.76e+03, step_size=0.893, tol=5.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2069.44it/s, iter=2.77e+03, step_size=0.893, tol=5.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2068.96it/s, iter=2.77e+03, step_size=0.893, tol=5.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2068.80it/s, iter=2.77e+03, step_size=0.893, tol=5.82e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2068.33it/s, iter=2.77e+03, step_size=0.893, tol=5.82e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2068.17it/s, iter=2.77e+03, step_size=0.893, tol=5.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2067.70it/s, iter=2.77e+03, step_size=0.893, tol=5.8e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2067.54it/s, iter=2.77e+03, step_size=0.893, tol=5.78e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2067.07it/s, iter=2.77e+03, step_size=0.893, tol=5.78e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2066.91it/s, iter=2.77e+03, step_size=0.893, tol=5.75e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2066.44it/s, iter=2.77e+03, step_size=0.893, tol=5.75e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2066.22it/s, iter=2.77e+03, step_size=0.893, tol=5.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2065.12it/s, iter=2.77e+03, step_size=0.893, tol=5.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2064.68it/s, iter=2.77e+03, step_size=0.893, tol=5.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2064.08it/s, iter=2.77e+03, step_size=0.893, tol=5.7e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2063.86it/s, iter=2.77e+03, step_size=0.893, tol=5.68e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2063.31it/s, iter=2.77e+03, step_size=0.893, tol=5.68e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2063.14it/s, iter=2.77e+03, step_size=0.893, tol=5.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2062.63it/s, iter=2.77e+03, step_size=0.893, tol=5.66e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2062.46it/s, iter=2.78e+03, step_size=0.893, tol=5.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2061.99it/s, iter=2.78e+03, step_size=0.893, tol=5.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2061.83it/s, iter=2.78e+03, step_size=0.893, tol=5.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2061.35it/s, iter=2.78e+03, step_size=0.893, tol=5.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2061.19it/s, iter=2.78e+03, step_size=0.893, tol=5.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2060.72it/s, iter=2.78e+03, step_size=0.893, tol=5.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2060.56it/s, iter=2.78e+03, step_size=0.893, tol=5.56e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2060.09it/s, iter=2.78e+03, step_size=0.893, tol=5.56e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2059.93it/s, iter=2.78e+03, step_size=0.893, tol=5.54e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2059.46it/s, iter=2.78e+03, step_size=0.893, tol=5.54e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2059.30it/s, iter=2.78e+03, step_size=0.893, tol=5.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2058.84it/s, iter=2.78e+03, step_size=0.893, tol=5.52e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2058.68it/s, iter=2.78e+03, step_size=0.893, tol=5.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2058.21it/s, iter=2.78e+03, step_size=0.893, tol=5.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2058.05it/s, iter=2.78e+03, step_size=0.893, tol=5.47e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2057.59it/s, iter=2.78e+03, step_size=0.893, tol=5.47e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2057.38it/s, iter=2.78e+03, step_size=0.893, tol=5.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2056.87it/s, iter=2.78e+03, step_size=0.893, tol=5.45e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2056.71it/s, iter=2.78e+03, step_size=0.893, tol=5.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2056.22it/s, iter=2.78e+03, step_size=0.893, tol=5.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2056.05it/s, iter=2.78e+03, step_size=0.893, tol=5.4e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2055.41it/s, iter=2.78e+03, step_size=0.893, tol=5.4e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2055.25it/s, iter=2.79e+03, step_size=0.893, tol=5.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2054.79it/s, iter=2.79e+03, step_size=0.893, tol=5.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2054.63it/s, iter=2.79e+03, step_size=0.893, tol=5.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2054.16it/s, iter=2.79e+03, step_size=0.893, tol=5.36e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2054.00it/s, iter=2.79e+03, step_size=0.893, tol=5.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2053.53it/s, iter=2.79e+03, step_size=0.893, tol=5.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2053.37it/s, iter=2.79e+03, step_size=0.893, tol=5.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2052.90it/s, iter=2.79e+03, step_size=0.893, tol=5.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2052.74it/s, iter=2.79e+03, step_size=0.893, tol=5.29e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2052.27it/s, iter=2.79e+03, step_size=0.893, tol=5.29e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2052.12it/s, iter=2.79e+03, step_size=0.893, tol=5.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2051.65it/s, iter=2.79e+03, step_size=0.893, tol=5.27e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2051.49it/s, iter=2.79e+03, step_size=0.893, tol=5.25e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2050.98it/s, iter=2.79e+03, step_size=0.893, tol=5.25e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2050.76it/s, iter=2.79e+03, step_size=0.893, tol=5.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2050.29it/s, iter=2.79e+03, step_size=0.893, tol=5.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2050.14it/s, iter=2.79e+03, step_size=0.893, tol=5.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2049.67it/s, iter=2.79e+03, step_size=0.893, tol=5.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2049.52it/s, iter=2.8e+03, step_size=0.893, tol=5.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2049.06it/s, iter=2.8e+03, step_size=0.893, tol=5.18e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2048.90it/s, iter=2.8e+03, step_size=0.893, tol=5.16e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2048.43it/s, iter=2.8e+03, step_size=0.893, tol=5.16e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2048.28it/s, iter=2.8e+03, step_size=0.893, tol=5.14e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2047.81it/s, iter=2.8e+03, step_size=0.893, tol=5.14e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2047.66it/s, iter=2.8e+03, step_size=0.893, tol=5.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2047.09it/s, iter=2.8e+03, step_size=0.893, tol=5.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2046.91it/s, iter=2.8e+03, step_size=0.893, tol=5.09e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2046.45it/s, iter=2.8e+03, step_size=0.893, tol=5.09e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2046.30it/s, iter=2.8e+03, step_size=0.893, tol=5.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2045.84it/s, iter=2.8e+03, step_size=0.893, tol=5.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2045.63it/s, iter=2.8e+03, step_size=0.893, tol=5.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2045.17it/s, iter=2.8e+03, step_size=0.893, tol=5.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2045.01it/s, iter=2.8e+03, step_size=0.893, tol=5.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2044.43it/s, iter=2.8e+03, step_size=0.893, tol=5.03e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2044.27it/s, iter=2.8e+03, step_size=0.893, tol=5.01e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2043.81it/s, iter=2.8e+03, step_size=0.893, tol=5.01e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2043.65it/s, iter=2.8e+03, step_size=0.893, tol=4.99e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2043.19it/s, iter=2.8e+03, step_size=0.893, tol=4.99e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2043.03it/s, iter=2.80e+03, step_size=0.893, tol=4.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2042.57it/s, iter=2.80e+03, step_size=0.893, tol=4.97e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2042.42it/s, iter=2.81e+03, step_size=0.893, tol=4.95e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2041.96it/s, iter=2.81e+03, step_size=0.893, tol=4.95e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2041.80it/s, iter=2.81e+03, step_size=0.893, tol=4.93e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2041.34it/s, iter=2.81e+03, step_size=0.893, tol=4.93e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2041.19it/s, iter=2.81e+03, step_size=0.893, tol=4.91e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2040.73it/s, iter=2.81e+03, step_size=0.893, tol=4.91e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2040.58it/s, iter=2.81e+03, step_size=0.893, tol=4.89e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2040.07it/s, iter=2.81e+03, step_size=0.893, tol=4.89e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2039.91it/s, iter=2.81e+03, step_size=0.893, tol=4.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2039.45it/s, iter=2.81e+03, step_size=0.893, tol=4.87e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2039.29it/s, iter=2.81e+03, step_size=0.893, tol=4.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2038.83it/s, iter=2.81e+03, step_size=0.893, tol=4.85e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2038.68it/s, iter=2.81e+03, step_size=0.893, tol=4.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2038.11it/s, iter=2.81e+03, step_size=0.893, tol=4.83e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2037.96it/s, iter=2.81e+03, step_size=0.893, tol=4.81e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2037.50it/s, iter=2.81e+03, step_size=0.893, tol=4.81e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2037.34it/s, iter=2.81e+03, step_size=0.893, tol=4.79e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2036.88it/s, iter=2.81e+03, step_size=0.893, tol=4.79e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2036.72it/s, iter=2.82e+03, step_size=0.893, tol=4.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2036.26it/s, iter=2.82e+03, step_size=0.893, tol=4.77e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2036.10it/s, iter=2.82e+03, step_size=0.893, tol=4.75e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2035.64it/s, iter=2.82e+03, step_size=0.893, tol=4.75e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2035.49it/s, iter=2.82e+03, step_size=0.893, tol=4.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2034.99it/s, iter=2.82e+03, step_size=0.893, tol=4.73e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2034.83it/s, iter=2.82e+03, step_size=0.893, tol=4.71e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2034.37it/s, iter=2.82e+03, step_size=0.893, tol=4.71e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2034.22it/s, iter=2.82e+03, step_size=0.893, tol=4.69e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2033.76it/s, iter=2.82e+03, step_size=0.893, tol=4.69e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2033.61it/s, iter=2.82e+03, step_size=0.893, tol=4.67e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2033.15it/s, iter=2.82e+03, step_size=0.893, tol=4.67e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2033.00it/s, iter=2.82e+03, step_size=0.893, tol=4.65e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2032.54it/s, iter=2.82e+03, step_size=0.893, tol=4.65e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2032.38it/s, iter=2.82e+03, step_size=0.893, tol=4.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2031.83it/s, iter=2.82e+03, step_size=0.893, tol=4.63e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2031.67it/s, iter=2.82e+03, step_size=0.893, tol=4.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2031.22it/s, iter=2.82e+03, step_size=0.893, tol=4.61e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2031.06it/s, iter=2.82e+03, step_size=0.893, tol=4.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2030.61it/s, iter=2.82e+03, step_size=0.893, tol=4.59e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2030.45it/s, iter=2.82e+03, step_size=0.893, tol=4.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2030.00it/s, iter=2.82e+03, step_size=0.893, tol=4.57e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2029.82it/s, iter=2.83e+03, step_size=0.893, tol=4.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2029.10it/s, iter=2.83e+03, step_size=0.893, tol=4.55e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2028.94it/s, iter=2.83e+03, step_size=0.893, tol=4.53e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2028.46it/s, iter=2.83e+03, step_size=0.893, tol=4.53e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2028.27it/s, iter=2.83e+03, step_size=0.893, tol=4.51e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2027.82it/s, iter=2.83e+03, step_size=0.893, tol=4.51e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2027.66it/s, iter=2.83e+03, step_size=0.893, tol=4.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2027.16it/s, iter=2.83e+03, step_size=0.893, tol=4.49e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2027.01it/s, iter=2.83e+03, step_size=0.893, tol=4.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2026.50it/s, iter=2.83e+03, step_size=0.893, tol=4.48e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2026.35it/s, iter=2.83e+03, step_size=0.893, tol=4.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2025.89it/s, iter=2.83e+03, step_size=0.893, tol=4.46e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2025.69it/s, iter=2.83e+03, step_size=0.893, tol=4.44e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2025.19it/s, iter=2.83e+03, step_size=0.893, tol=4.44e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2025.03it/s, iter=2.83e+03, step_size=0.893, tol=4.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2024.58it/s, iter=2.83e+03, step_size=0.893, tol=4.42e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2024.42it/s, iter=2.83e+03, step_size=0.893, tol=4.4e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2023.97it/s, iter=2.83e+03, step_size=0.893, tol=4.4e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2023.81it/s, iter=2.84e+03, step_size=0.893, tol=4.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2023.36it/s, iter=2.84e+03, step_size=0.893, tol=4.38e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2023.21it/s, iter=2.84e+03, step_size=0.893, tol=4.37e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2022.75it/s, iter=2.84e+03, step_size=0.893, tol=4.37e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2022.60it/s, iter=2.84e+03, step_size=0.893, tol=4.35e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2022.14it/s, iter=2.84e+03, step_size=0.893, tol=4.35e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2021.99it/s, iter=2.84e+03, step_size=0.893, tol=4.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2021.54it/s, iter=2.84e+03, step_size=0.893, tol=4.33e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2021.38it/s, iter=2.84e+03, step_size=0.893, tol=4.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2020.93it/s, iter=2.84e+03, step_size=0.893, tol=4.31e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2020.76it/s, iter=2.84e+03, step_size=0.893, tol=4.29e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2020.31it/s, iter=2.84e+03, step_size=0.893, tol=4.29e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2020.15it/s, iter=2.84e+03, step_size=0.893, tol=4.28e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2019.70it/s, iter=2.84e+03, step_size=0.893, tol=4.28e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2019.55it/s, iter=2.84e+03, step_size=0.893, tol=4.26e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2019.00it/s, iter=2.84e+03, step_size=0.893, tol=4.26e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2018.84it/s, iter=2.84e+03, step_size=0.893, tol=4.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2018.39it/s, iter=2.84e+03, step_size=0.893, tol=4.24e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2018.24it/s, iter=2.84e+03, step_size=0.893, tol=4.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2017.78it/s, iter=2.84e+03, step_size=0.893, tol=4.22e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2017.63it/s, iter=2.84e+03, step_size=0.893, tol=4.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2017.18it/s, iter=2.84e+03, step_size=0.893, tol=4.2e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2017.03it/s, iter=2.85e+03, step_size=0.893, tol=4.19e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2016.58it/s, iter=2.85e+03, step_size=0.893, tol=4.19e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2016.43it/s, iter=2.85e+03, step_size=0.893, tol=4.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2015.98it/s, iter=2.85e+03, step_size=0.893, tol=4.17e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2015.83it/s, iter=2.85e+03, step_size=0.893, tol=4.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2015.38it/s, iter=2.85e+03, step_size=0.893, tol=4.15e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2015.23it/s, iter=2.85e+03, step_size=0.893, tol=4.13e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2014.79it/s, iter=2.85e+03, step_size=0.893, tol=4.13e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2014.63it/s, iter=2.85e+03, step_size=0.893, tol=4.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2014.18it/s, iter=2.85e+03, step_size=0.893, tol=4.12e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2014.03it/s, iter=2.85e+03, step_size=0.893, tol=4.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2013.58it/s, iter=2.85e+03, step_size=0.893, tol=4.1e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2013.43it/s, iter=2.85e+03, step_size=0.893, tol=4.08e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2012.92it/s, iter=2.85e+03, step_size=0.893, tol=4.08e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2012.77it/s, iter=2.85e+03, step_size=0.893, tol=4.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2012.33it/s, iter=2.85e+03, step_size=0.893, tol=4.07e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2012.17it/s, iter=2.85e+03, step_size=0.893, tol=4.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2011.73it/s, iter=2.85e+03, step_size=0.893, tol=4.05e-08]
PGD: 53%|#####2 | 2629/5000 [00:01<00:01, 2011.58it/s, iter=2.86e+03, step_size=0.893, tol=4.03e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2185.15it/s, iter=2.86e+03, step_size=0.893, tol=4.03e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2184.67it/s, iter=2.86e+03, step_size=0.893, tol=4.03e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2184.51it/s, iter=2.86e+03, step_size=0.893, tol=4.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2184.02it/s, iter=2.86e+03, step_size=0.893, tol=4.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2183.85it/s, iter=2.86e+03, step_size=0.893, tol=4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2183.37it/s, iter=2.86e+03, step_size=0.893, tol=4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2183.21it/s, iter=2.86e+03, step_size=0.893, tol=3.98e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2182.67it/s, iter=2.86e+03, step_size=0.893, tol=3.98e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2182.50it/s, iter=2.86e+03, step_size=0.893, tol=3.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2182.02it/s, iter=2.86e+03, step_size=0.893, tol=3.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2181.86it/s, iter=2.86e+03, step_size=0.893, tol=3.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2181.37it/s, iter=2.86e+03, step_size=0.893, tol=3.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2181.21it/s, iter=2.86e+03, step_size=0.893, tol=3.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2180.73it/s, iter=2.86e+03, step_size=0.893, tol=3.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2180.56it/s, iter=2.86e+03, step_size=0.893, tol=3.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2179.98it/s, iter=2.86e+03, step_size=0.893, tol=3.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2179.81it/s, iter=2.86e+03, step_size=0.893, tol=3.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2179.33it/s, iter=2.86e+03, step_size=0.893, tol=3.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2179.16it/s, iter=2.86e+03, step_size=0.893, tol=3.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2178.68it/s, iter=2.86e+03, step_size=0.893, tol=3.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2178.51it/s, iter=2.86e+03, step_size=0.893, tol=3.87e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2178.03it/s, iter=2.86e+03, step_size=0.893, tol=3.87e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2177.87it/s, iter=2.87e+03, step_size=0.893, tol=3.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2177.39it/s, iter=2.87e+03, step_size=0.893, tol=3.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2177.22it/s, iter=2.87e+03, step_size=0.893, tol=3.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2176.68it/s, iter=2.87e+03, step_size=0.893, tol=3.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2176.52it/s, iter=2.87e+03, step_size=0.893, tol=3.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2176.03it/s, iter=2.87e+03, step_size=0.893, tol=3.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2175.87it/s, iter=2.87e+03, step_size=0.893, tol=3.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2175.39it/s, iter=2.87e+03, step_size=0.893, tol=3.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2175.22it/s, iter=2.87e+03, step_size=0.893, tol=3.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2174.74it/s, iter=2.87e+03, step_size=0.893, tol=3.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2174.58it/s, iter=2.87e+03, step_size=0.893, tol=3.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2174.10it/s, iter=2.87e+03, step_size=0.893, tol=3.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2173.93it/s, iter=2.87e+03, step_size=0.893, tol=3.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2173.39it/s, iter=2.87e+03, step_size=0.893, tol=3.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2173.23it/s, iter=2.87e+03, step_size=0.893, tol=3.74e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2172.74it/s, iter=2.87e+03, step_size=0.893, tol=3.74e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2172.58it/s, iter=2.87e+03, step_size=0.893, tol=3.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2172.10it/s, iter=2.87e+03, step_size=0.893, tol=3.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2171.94it/s, iter=2.88e+03, step_size=0.893, tol=3.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2171.45it/s, iter=2.88e+03, step_size=0.893, tol=3.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2171.29it/s, iter=2.88e+03, step_size=0.893, tol=3.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2170.80it/s, iter=2.88e+03, step_size=0.893, tol=3.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2170.64it/s, iter=2.88e+03, step_size=0.893, tol=3.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2170.16it/s, iter=2.88e+03, step_size=0.893, tol=3.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2169.99it/s, iter=2.88e+03, step_size=0.893, tol=3.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2169.51it/s, iter=2.88e+03, step_size=0.893, tol=3.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2169.35it/s, iter=2.88e+03, step_size=0.893, tol=3.65e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2168.88it/s, iter=2.88e+03, step_size=0.893, tol=3.65e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2168.71it/s, iter=2.88e+03, step_size=0.893, tol=3.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2168.24it/s, iter=2.88e+03, step_size=0.893, tol=3.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2168.07it/s, iter=2.88e+03, step_size=0.893, tol=3.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2167.60it/s, iter=2.88e+03, step_size=0.893, tol=3.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2167.44it/s, iter=2.88e+03, step_size=0.893, tol=3.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2166.83it/s, iter=2.88e+03, step_size=0.893, tol=3.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2166.66it/s, iter=2.88e+03, step_size=0.893, tol=3.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2166.19it/s, iter=2.88e+03, step_size=0.893, tol=3.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2166.03it/s, iter=2.88e+03, step_size=0.893, tol=3.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2165.56it/s, iter=2.88e+03, step_size=0.893, tol=3.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2165.40it/s, iter=2.88e+03, step_size=0.893, tol=3.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2164.93it/s, iter=2.88e+03, step_size=0.893, tol=3.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2164.76it/s, iter=2.89e+03, step_size=0.893, tol=3.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2164.29it/s, iter=2.89e+03, step_size=0.893, tol=3.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2164.13it/s, iter=2.89e+03, step_size=0.893, tol=3.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2163.61it/s, iter=2.89e+03, step_size=0.893, tol=3.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2163.45it/s, iter=2.89e+03, step_size=0.893, tol=3.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2162.98it/s, iter=2.89e+03, step_size=0.893, tol=3.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2162.81it/s, iter=2.89e+03, step_size=0.893, tol=3.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2162.33it/s, iter=2.89e+03, step_size=0.893, tol=3.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2162.17it/s, iter=2.89e+03, step_size=0.893, tol=3.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2161.70it/s, iter=2.89e+03, step_size=0.893, tol=3.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2161.53it/s, iter=2.89e+03, step_size=0.893, tol=3.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2161.06it/s, iter=2.89e+03, step_size=0.893, tol=3.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2160.90it/s, iter=2.89e+03, step_size=0.893, tol=3.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2160.36it/s, iter=2.89e+03, step_size=0.893, tol=3.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2160.20it/s, iter=2.89e+03, step_size=0.893, tol=3.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2159.73it/s, iter=2.89e+03, step_size=0.893, tol=3.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2159.57it/s, iter=2.89e+03, step_size=0.893, tol=3.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2159.09it/s, iter=2.89e+03, step_size=0.893, tol=3.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2158.93it/s, iter=2.9e+03, step_size=0.893, tol=3.41e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2158.46it/s, iter=2.9e+03, step_size=0.893, tol=3.41e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2158.30it/s, iter=2.9e+03, step_size=0.893, tol=3.4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2157.83it/s, iter=2.9e+03, step_size=0.893, tol=3.4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2157.67it/s, iter=2.9e+03, step_size=0.893, tol=3.38e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2157.20it/s, iter=2.9e+03, step_size=0.893, tol=3.38e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2157.04it/s, iter=2.9e+03, step_size=0.893, tol=3.37e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2156.57it/s, iter=2.9e+03, step_size=0.893, tol=3.37e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2156.41it/s, iter=2.9e+03, step_size=0.893, tol=3.36e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2155.95it/s, iter=2.9e+03, step_size=0.893, tol=3.36e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2155.79it/s, iter=2.9e+03, step_size=0.893, tol=3.34e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2155.32it/s, iter=2.9e+03, step_size=0.893, tol=3.34e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2155.16it/s, iter=2.9e+03, step_size=0.893, tol=3.33e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2154.69it/s, iter=2.9e+03, step_size=0.893, tol=3.33e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2154.53it/s, iter=2.9e+03, step_size=0.893, tol=3.31e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2154.00it/s, iter=2.9e+03, step_size=0.893, tol=3.31e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2153.83it/s, iter=2.9e+03, step_size=0.893, tol=3.3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2153.36it/s, iter=2.9e+03, step_size=0.893, tol=3.3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2153.20it/s, iter=2.9e+03, step_size=0.893, tol=3.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2152.73it/s, iter=2.9e+03, step_size=0.893, tol=3.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2152.57it/s, iter=2.90e+03, step_size=0.893, tol=3.27e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2152.10it/s, iter=2.90e+03, step_size=0.893, tol=3.27e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2151.94it/s, iter=2.91e+03, step_size=0.893, tol=3.26e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2151.47it/s, iter=2.91e+03, step_size=0.893, tol=3.26e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2151.31it/s, iter=2.91e+03, step_size=0.893, tol=3.25e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2150.85it/s, iter=2.91e+03, step_size=0.893, tol=3.25e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2150.69it/s, iter=2.91e+03, step_size=0.893, tol=3.23e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2150.22it/s, iter=2.91e+03, step_size=0.893, tol=3.23e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2150.06it/s, iter=2.91e+03, step_size=0.893, tol=3.22e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2149.54it/s, iter=2.91e+03, step_size=0.893, tol=3.22e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2149.38it/s, iter=2.91e+03, step_size=0.893, tol=3.2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2148.91it/s, iter=2.91e+03, step_size=0.893, tol=3.2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2148.75it/s, iter=2.91e+03, step_size=0.893, tol=3.19e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2148.29it/s, iter=2.91e+03, step_size=0.893, tol=3.19e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2148.13it/s, iter=2.91e+03, step_size=0.893, tol=3.18e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2147.60it/s, iter=2.91e+03, step_size=0.893, tol=3.18e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2147.44it/s, iter=2.91e+03, step_size=0.893, tol=3.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2146.98it/s, iter=2.91e+03, step_size=0.893, tol=3.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2146.81it/s, iter=2.91e+03, step_size=0.893, tol=3.15e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2146.34it/s, iter=2.91e+03, step_size=0.893, tol=3.15e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2146.18it/s, iter=2.92e+03, step_size=0.893, tol=3.14e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2145.71it/s, iter=2.92e+03, step_size=0.893, tol=3.14e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2145.55it/s, iter=2.92e+03, step_size=0.893, tol=3.13e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2145.08it/s, iter=2.92e+03, step_size=0.893, tol=3.13e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2144.89it/s, iter=2.92e+03, step_size=0.893, tol=3.11e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2144.40it/s, iter=2.92e+03, step_size=0.893, tol=3.11e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:00, 2144.24it/s, iter=2.92e+03, step_size=0.893, tol=3.1e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2143.78it/s, iter=2.92e+03, step_size=0.893, tol=3.1e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2143.62it/s, iter=2.92e+03, step_size=0.893, tol=3.09e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2143.15it/s, iter=2.92e+03, step_size=0.893, tol=3.09e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2142.99it/s, iter=2.92e+03, step_size=0.893, tol=3.07e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2142.53it/s, iter=2.92e+03, step_size=0.893, tol=3.07e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2142.37it/s, iter=2.92e+03, step_size=0.893, tol=3.06e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2141.90it/s, iter=2.92e+03, step_size=0.893, tol=3.06e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2141.75it/s, iter=2.92e+03, step_size=0.893, tol=3.05e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2141.27it/s, iter=2.92e+03, step_size=0.893, tol=3.05e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2141.11it/s, iter=2.92e+03, step_size=0.893, tol=3.04e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2140.65it/s, iter=2.92e+03, step_size=0.893, tol=3.04e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2140.49it/s, iter=2.92e+03, step_size=0.893, tol=3.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2140.03it/s, iter=2.92e+03, step_size=0.893, tol=3.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2139.87it/s, iter=2.92e+03, step_size=0.893, tol=3.01e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2139.41it/s, iter=2.92e+03, step_size=0.893, tol=3.01e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2139.25it/s, iter=2.93e+03, step_size=0.893, tol=3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2138.79it/s, iter=2.93e+03, step_size=0.893, tol=3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2138.63it/s, iter=2.93e+03, step_size=0.893, tol=2.99e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2138.17it/s, iter=2.93e+03, step_size=0.893, tol=2.99e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2138.01it/s, iter=2.93e+03, step_size=0.893, tol=2.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2137.54it/s, iter=2.93e+03, step_size=0.893, tol=2.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2137.38it/s, iter=2.93e+03, step_size=0.893, tol=2.96e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2136.92it/s, iter=2.93e+03, step_size=0.893, tol=2.96e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2136.76it/s, iter=2.93e+03, step_size=0.893, tol=2.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2136.30it/s, iter=2.93e+03, step_size=0.893, tol=2.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2136.14it/s, iter=2.93e+03, step_size=0.893, tol=2.94e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2135.68it/s, iter=2.93e+03, step_size=0.893, tol=2.94e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2135.52it/s, iter=2.93e+03, step_size=0.893, tol=2.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2135.06it/s, iter=2.93e+03, step_size=0.893, tol=2.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2134.90it/s, iter=2.93e+03, step_size=0.893, tol=2.91e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2134.43it/s, iter=2.93e+03, step_size=0.893, tol=2.91e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2134.27it/s, iter=2.93e+03, step_size=0.893, tol=2.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2133.81it/s, iter=2.93e+03, step_size=0.893, tol=2.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2133.66it/s, iter=2.94e+03, step_size=0.893, tol=2.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2133.20it/s, iter=2.94e+03, step_size=0.893, tol=2.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2133.04it/s, iter=2.94e+03, step_size=0.893, tol=2.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2132.58it/s, iter=2.94e+03, step_size=0.893, tol=2.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2132.42it/s, iter=2.94e+03, step_size=0.893, tol=2.86e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2131.97it/s, iter=2.94e+03, step_size=0.893, tol=2.86e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2131.81it/s, iter=2.94e+03, step_size=0.893, tol=2.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2131.35it/s, iter=2.94e+03, step_size=0.893, tol=2.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2131.19it/s, iter=2.94e+03, step_size=0.893, tol=2.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2130.74it/s, iter=2.94e+03, step_size=0.893, tol=2.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2130.58it/s, iter=2.94e+03, step_size=0.893, tol=2.83e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2130.12it/s, iter=2.94e+03, step_size=0.893, tol=2.83e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2129.96it/s, iter=2.94e+03, step_size=0.893, tol=2.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2129.51it/s, iter=2.94e+03, step_size=0.893, tol=2.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2129.35it/s, iter=2.94e+03, step_size=0.893, tol=2.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2128.89it/s, iter=2.94e+03, step_size=0.893, tol=2.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2128.73it/s, iter=2.94e+03, step_size=0.893, tol=2.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2128.26it/s, iter=2.94e+03, step_size=0.893, tol=2.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2128.11it/s, iter=2.94e+03, step_size=0.893, tol=2.78e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2127.65it/s, iter=2.94e+03, step_size=0.893, tol=2.78e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2127.49it/s, iter=2.94e+03, step_size=0.893, tol=2.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2127.03it/s, iter=2.94e+03, step_size=0.893, tol=2.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2126.88it/s, iter=2.95e+03, step_size=0.893, tol=2.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2126.42it/s, iter=2.95e+03, step_size=0.893, tol=2.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2126.22it/s, iter=2.95e+03, step_size=0.893, tol=2.75e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2125.77it/s, iter=2.95e+03, step_size=0.893, tol=2.75e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2125.61it/s, iter=2.95e+03, step_size=0.893, tol=2.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2125.13it/s, iter=2.95e+03, step_size=0.893, tol=2.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2124.98it/s, iter=2.95e+03, step_size=0.893, tol=2.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2124.53it/s, iter=2.95e+03, step_size=0.893, tol=2.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2124.38it/s, iter=2.95e+03, step_size=0.893, tol=2.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2123.92it/s, iter=2.95e+03, step_size=0.893, tol=2.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2123.77it/s, iter=2.95e+03, step_size=0.893, tol=2.7e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2123.32it/s, iter=2.95e+03, step_size=0.893, tol=2.7e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2123.14it/s, iter=2.95e+03, step_size=0.893, tol=2.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2122.66it/s, iter=2.95e+03, step_size=0.893, tol=2.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2122.50it/s, iter=2.95e+03, step_size=0.893, tol=2.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2122.04it/s, iter=2.95e+03, step_size=0.893, tol=2.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2121.89it/s, iter=2.95e+03, step_size=0.893, tol=2.67e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2121.44it/s, iter=2.95e+03, step_size=0.893, tol=2.67e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2121.29it/s, iter=2.96e+03, step_size=0.893, tol=2.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2120.84it/s, iter=2.96e+03, step_size=0.893, tol=2.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2120.69it/s, iter=2.96e+03, step_size=0.893, tol=2.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2120.24it/s, iter=2.96e+03, step_size=0.893, tol=2.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2120.09it/s, iter=2.96e+03, step_size=0.893, tol=2.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2119.60it/s, iter=2.96e+03, step_size=0.893, tol=2.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2119.44it/s, iter=2.96e+03, step_size=0.893, tol=2.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2119.00it/s, iter=2.96e+03, step_size=0.893, tol=2.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2118.84it/s, iter=2.96e+03, step_size=0.893, tol=2.61e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2118.40it/s, iter=2.96e+03, step_size=0.893, tol=2.61e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2118.24it/s, iter=2.96e+03, step_size=0.893, tol=2.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2117.79it/s, iter=2.96e+03, step_size=0.893, tol=2.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2117.64it/s, iter=2.96e+03, step_size=0.893, tol=2.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2117.19it/s, iter=2.96e+03, step_size=0.893, tol=2.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2117.04it/s, iter=2.96e+03, step_size=0.893, tol=2.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2116.51it/s, iter=2.96e+03, step_size=0.893, tol=2.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2116.33it/s, iter=2.96e+03, step_size=0.893, tol=2.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2115.85it/s, iter=2.96e+03, step_size=0.893, tol=2.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2115.66it/s, iter=2.96e+03, step_size=0.893, tol=2.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2115.22it/s, iter=2.96e+03, step_size=0.893, tol=2.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2115.06it/s, iter=2.96e+03, step_size=0.893, tol=2.55e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2114.61it/s, iter=2.96e+03, step_size=0.893, tol=2.55e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2114.46it/s, iter=2.97e+03, step_size=0.893, tol=2.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2114.01it/s, iter=2.97e+03, step_size=0.893, tol=2.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2113.86it/s, iter=2.97e+03, step_size=0.893, tol=2.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2113.42it/s, iter=2.97e+03, step_size=0.893, tol=2.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2113.27it/s, iter=2.97e+03, step_size=0.893, tol=2.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2112.82it/s, iter=2.97e+03, step_size=0.893, tol=2.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2112.67it/s, iter=2.97e+03, step_size=0.893, tol=2.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2112.23it/s, iter=2.97e+03, step_size=0.893, tol=2.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2112.08it/s, iter=2.97e+03, step_size=0.893, tol=2.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2111.64it/s, iter=2.97e+03, step_size=0.893, tol=2.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2111.49it/s, iter=2.97e+03, step_size=0.893, tol=2.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2111.04it/s, iter=2.97e+03, step_size=0.893, tol=2.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2110.89it/s, iter=2.97e+03, step_size=0.893, tol=2.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2110.45it/s, iter=2.97e+03, step_size=0.893, tol=2.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2110.30it/s, iter=2.97e+03, step_size=0.893, tol=2.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2109.86it/s, iter=2.97e+03, step_size=0.893, tol=2.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2109.71it/s, iter=2.97e+03, step_size=0.893, tol=2.45e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2109.15it/s, iter=2.97e+03, step_size=0.893, tol=2.45e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2109.00it/s, iter=2.98e+03, step_size=0.893, tol=2.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2108.51it/s, iter=2.98e+03, step_size=0.893, tol=2.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2108.36it/s, iter=2.98e+03, step_size=0.893, tol=2.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2107.87it/s, iter=2.98e+03, step_size=0.893, tol=2.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2107.72it/s, iter=2.98e+03, step_size=0.893, tol=2.42e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2107.27it/s, iter=2.98e+03, step_size=0.893, tol=2.42e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2107.12it/s, iter=2.98e+03, step_size=0.893, tol=2.41e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2106.67it/s, iter=2.98e+03, step_size=0.893, tol=2.41e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2106.52it/s, iter=2.98e+03, step_size=0.893, tol=2.4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2106.08it/s, iter=2.98e+03, step_size=0.893, tol=2.4e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2105.93it/s, iter=2.98e+03, step_size=0.893, tol=2.39e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2105.48it/s, iter=2.98e+03, step_size=0.893, tol=2.39e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2105.33it/s, iter=2.98e+03, step_size=0.893, tol=2.38e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2104.89it/s, iter=2.98e+03, step_size=0.893, tol=2.38e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2104.74it/s, iter=2.98e+03, step_size=0.893, tol=2.37e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2104.30it/s, iter=2.98e+03, step_size=0.893, tol=2.37e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2104.15it/s, iter=2.98e+03, step_size=0.893, tol=2.36e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2103.71it/s, iter=2.98e+03, step_size=0.893, tol=2.36e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2103.56it/s, iter=2.98e+03, step_size=0.893, tol=2.35e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2103.06it/s, iter=2.98e+03, step_size=0.893, tol=2.35e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2102.91it/s, iter=2.98e+03, step_size=0.893, tol=2.34e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2102.47it/s, iter=2.98e+03, step_size=0.893, tol=2.34e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2102.32it/s, iter=2.99e+03, step_size=0.893, tol=2.33e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2101.88it/s, iter=2.99e+03, step_size=0.893, tol=2.33e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2101.71it/s, iter=2.99e+03, step_size=0.893, tol=2.32e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2101.26it/s, iter=2.99e+03, step_size=0.893, tol=2.32e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2101.11it/s, iter=2.99e+03, step_size=0.893, tol=2.31e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2100.67it/s, iter=2.99e+03, step_size=0.893, tol=2.31e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2100.52it/s, iter=2.99e+03, step_size=0.893, tol=2.3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2100.07it/s, iter=2.99e+03, step_size=0.893, tol=2.3e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2099.92it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2099.47it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2099.32it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2098.88it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2098.73it/s, iter=2.99e+03, step_size=0.893, tol=2.28e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2098.29it/s, iter=2.99e+03, step_size=0.893, tol=2.28e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2098.14it/s, iter=2.99e+03, step_size=0.893, tol=2.27e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2097.70it/s, iter=2.99e+03, step_size=0.893, tol=2.27e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2097.55it/s, iter=2.99e+03, step_size=0.893, tol=2.26e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2097.07it/s, iter=2.99e+03, step_size=0.893, tol=2.26e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2096.87it/s, iter=3e+03, step_size=0.893, tol=2.25e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2096.41it/s, iter=3e+03, step_size=0.893, tol=2.25e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2096.26it/s, iter=3e+03, step_size=0.893, tol=2.24e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2095.82it/s, iter=3e+03, step_size=0.893, tol=2.24e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2095.67it/s, iter=3e+03, step_size=0.893, tol=2.23e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2095.24it/s, iter=3e+03, step_size=0.893, tol=2.23e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2095.09it/s, iter=3e+03, step_size=0.893, tol=2.22e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2094.66it/s, iter=3e+03, step_size=0.893, tol=2.22e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2094.51it/s, iter=3e+03, step_size=0.893, tol=2.21e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2094.07it/s, iter=3e+03, step_size=0.893, tol=2.21e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2093.92it/s, iter=3e+03, step_size=0.893, tol=2.2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2093.49it/s, iter=3e+03, step_size=0.893, tol=2.2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2093.34it/s, iter=3e+03, step_size=0.893, tol=2.19e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2092.90it/s, iter=3e+03, step_size=0.893, tol=2.19e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2092.75it/s, iter=3e+03, step_size=0.893, tol=2.18e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2092.31it/s, iter=3e+03, step_size=0.893, tol=2.18e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2092.16it/s, iter=3e+03, step_size=0.893, tol=2.17e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2091.73it/s, iter=3e+03, step_size=0.893, tol=2.17e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2091.58it/s, iter=3e+03, step_size=0.893, tol=2.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2091.14it/s, iter=3e+03, step_size=0.893, tol=2.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2090.99it/s, iter=3.00e+03, step_size=0.893, tol=2.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2090.55it/s, iter=3.00e+03, step_size=0.893, tol=2.16e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2090.40it/s, iter=3.01e+03, step_size=0.893, tol=2.15e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2089.92it/s, iter=3.01e+03, step_size=0.893, tol=2.15e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2089.77it/s, iter=3.01e+03, step_size=0.893, tol=2.14e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2089.32it/s, iter=3.01e+03, step_size=0.893, tol=2.14e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2089.18it/s, iter=3.01e+03, step_size=0.893, tol=2.13e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2088.74it/s, iter=3.01e+03, step_size=0.893, tol=2.13e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2088.59it/s, iter=3.01e+03, step_size=0.893, tol=2.12e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2088.16it/s, iter=3.01e+03, step_size=0.893, tol=2.12e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2088.01it/s, iter=3.01e+03, step_size=0.893, tol=2.11e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2087.58it/s, iter=3.01e+03, step_size=0.893, tol=2.11e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2087.43it/s, iter=3.01e+03, step_size=0.893, tol=2.1e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2087.00it/s, iter=3.01e+03, step_size=0.893, tol=2.1e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2086.85it/s, iter=3.01e+03, step_size=0.893, tol=2.09e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2086.41it/s, iter=3.01e+03, step_size=0.893, tol=2.09e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2086.26it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2085.83it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2085.68it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2085.25it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2085.10it/s, iter=3.02e+03, step_size=0.893, tol=2.07e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2084.66it/s, iter=3.02e+03, step_size=0.893, tol=2.07e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2084.52it/s, iter=3.02e+03, step_size=0.893, tol=2.06e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2084.08it/s, iter=3.02e+03, step_size=0.893, tol=2.06e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2083.93it/s, iter=3.02e+03, step_size=0.893, tol=2.05e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2083.50it/s, iter=3.02e+03, step_size=0.893, tol=2.05e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2083.36it/s, iter=3.02e+03, step_size=0.893, tol=2.04e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2082.92it/s, iter=3.02e+03, step_size=0.893, tol=2.04e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2082.78it/s, iter=3.02e+03, step_size=0.893, tol=2.03e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2082.34it/s, iter=3.02e+03, step_size=0.893, tol=2.03e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2082.19it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2081.76it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2081.62it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2081.18it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2081.04it/s, iter=3.02e+03, step_size=0.893, tol=2.01e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2080.61it/s, iter=3.02e+03, step_size=0.893, tol=2.01e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2080.46it/s, iter=3.02e+03, step_size=0.893, tol=2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2080.03it/s, iter=3.02e+03, step_size=0.893, tol=2e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2079.88it/s, iter=3.02e+03, step_size=0.893, tol=1.99e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2079.46it/s, iter=3.02e+03, step_size=0.893, tol=1.99e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2079.31it/s, iter=3.02e+03, step_size=0.893, tol=1.98e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2078.87it/s, iter=3.02e+03, step_size=0.893, tol=1.98e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2078.72it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2078.29it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2078.14it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2077.67it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2077.52it/s, iter=3.03e+03, step_size=0.893, tol=1.96e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2077.09it/s, iter=3.03e+03, step_size=0.893, tol=1.96e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2076.94it/s, iter=3.03e+03, step_size=0.893, tol=1.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2076.51it/s, iter=3.03e+03, step_size=0.893, tol=1.95e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2076.36it/s, iter=3.03e+03, step_size=0.893, tol=1.94e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2075.93it/s, iter=3.03e+03, step_size=0.893, tol=1.94e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2075.78it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2075.35it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2075.20it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2074.77it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2074.63it/s, iter=3.03e+03, step_size=0.893, tol=1.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2074.20it/s, iter=3.03e+03, step_size=0.893, tol=1.92e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2074.05it/s, iter=3.03e+03, step_size=0.893, tol=1.91e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2073.63it/s, iter=3.03e+03, step_size=0.893, tol=1.91e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2073.48it/s, iter=3.04e+03, step_size=0.893, tol=1.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2073.05it/s, iter=3.04e+03, step_size=0.893, tol=1.9e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2072.90it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2072.41it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2072.27it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2071.81it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2071.63it/s, iter=3.04e+03, step_size=0.893, tol=1.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2071.20it/s, iter=3.04e+03, step_size=0.893, tol=1.88e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2071.06it/s, iter=3.04e+03, step_size=0.893, tol=1.87e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2070.63it/s, iter=3.04e+03, step_size=0.893, tol=1.87e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2070.48it/s, iter=3.04e+03, step_size=0.893, tol=1.86e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2070.05it/s, iter=3.04e+03, step_size=0.893, tol=1.86e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2069.90it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2069.48it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2069.33it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2068.90it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2068.75it/s, iter=3.04e+03, step_size=0.893, tol=1.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2068.33it/s, iter=3.04e+03, step_size=0.893, tol=1.84e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2068.18it/s, iter=3.04e+03, step_size=0.893, tol=1.83e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2067.76it/s, iter=3.04e+03, step_size=0.893, tol=1.83e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2067.61it/s, iter=3.04e+03, step_size=0.893, tol=1.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2067.19it/s, iter=3.04e+03, step_size=0.893, tol=1.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2067.04it/s, iter=3.05e+03, step_size=0.893, tol=1.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2066.56it/s, iter=3.05e+03, step_size=0.893, tol=1.82e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2066.41it/s, iter=3.05e+03, step_size=0.893, tol=1.81e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2065.99it/s, iter=3.05e+03, step_size=0.893, tol=1.81e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2065.84it/s, iter=3.05e+03, step_size=0.893, tol=1.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2065.42it/s, iter=3.05e+03, step_size=0.893, tol=1.8e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2065.27it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2064.84it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2064.70it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2064.26it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2064.12it/s, iter=3.05e+03, step_size=0.893, tol=1.78e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2063.69it/s, iter=3.05e+03, step_size=0.893, tol=1.78e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2063.55it/s, iter=3.05e+03, step_size=0.893, tol=1.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2063.12it/s, iter=3.05e+03, step_size=0.893, tol=1.77e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2062.98it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2062.51it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2062.36it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2061.94it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2061.80it/s, iter=3.06e+03, step_size=0.893, tol=1.75e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2061.37it/s, iter=3.06e+03, step_size=0.893, tol=1.75e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2061.23it/s, iter=3.06e+03, step_size=0.893, tol=1.74e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2060.80it/s, iter=3.06e+03, step_size=0.893, tol=1.74e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2060.65it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2060.24it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2060.09it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2059.67it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2059.53it/s, iter=3.06e+03, step_size=0.893, tol=1.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2059.11it/s, iter=3.06e+03, step_size=0.893, tol=1.72e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2058.96it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2058.54it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2058.40it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2057.95it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2057.65it/s, iter=3.06e+03, step_size=0.893, tol=1.7e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2057.19it/s, iter=3.06e+03, step_size=0.893, tol=1.7e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2057.04it/s, iter=3.06e+03, step_size=0.893, tol=1.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2056.62it/s, iter=3.06e+03, step_size=0.893, tol=1.69e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2056.47it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2056.05it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2055.91it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2055.49it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2055.34it/s, iter=3.07e+03, step_size=0.893, tol=1.67e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2054.76it/s, iter=3.07e+03, step_size=0.893, tol=1.67e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2054.62it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2054.20it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2054.05it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2053.63it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2053.49it/s, iter=3.07e+03, step_size=0.893, tol=1.65e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2053.07it/s, iter=3.07e+03, step_size=0.893, tol=1.65e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2052.92it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2052.50it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2052.35it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2051.93it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2051.79it/s, iter=3.07e+03, step_size=0.893, tol=1.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2051.37it/s, iter=3.07e+03, step_size=0.893, tol=1.63e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2051.23it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2050.81it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2050.66it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2050.24it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2050.10it/s, iter=3.08e+03, step_size=0.893, tol=1.61e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2049.67it/s, iter=3.08e+03, step_size=0.893, tol=1.61e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2049.53it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2049.11it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2048.90it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2048.48it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2048.34it/s, iter=3.08e+03, step_size=0.893, tol=1.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2047.92it/s, iter=3.08e+03, step_size=0.893, tol=1.59e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2047.77it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2047.36it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2047.21it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2046.75it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2046.60it/s, iter=3.08e+03, step_size=0.893, tol=1.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2046.19it/s, iter=3.08e+03, step_size=0.893, tol=1.57e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2046.04it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2045.63it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2045.46it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2045.02it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2044.87it/s, iter=3.08e+03, step_size=0.893, tol=1.55e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2044.46it/s, iter=3.08e+03, step_size=0.893, tol=1.55e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2044.32it/s, iter=3.08e+03, step_size=0.893, tol=1.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2043.90it/s, iter=3.08e+03, step_size=0.893, tol=1.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2043.76it/s, iter=3.09e+03, step_size=0.893, tol=1.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2043.34it/s, iter=3.09e+03, step_size=0.893, tol=1.54e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2043.15it/s, iter=3.09e+03, step_size=0.893, tol=1.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2042.69it/s, iter=3.09e+03, step_size=0.893, tol=1.53e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2042.54it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2041.79it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2041.27it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2039.76it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2039.44it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2038.49it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2038.15it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2037.09it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2036.71it/s, iter=3.09e+03, step_size=0.893, tol=1.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2036.14it/s, iter=3.09e+03, step_size=0.893, tol=1.5e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2035.98it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2035.37it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2035.22it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2034.80it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2034.65it/s, iter=3.1e+03, step_size=0.893, tol=1.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2034.18it/s, iter=3.1e+03, step_size=0.893, tol=1.48e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2034.04it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2033.63it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2033.49it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2033.07it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2032.93it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2032.52it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2032.37it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2031.96it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2031.82it/s, iter=3.1e+03, step_size=0.893, tol=1.45e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2031.29it/s, iter=3.1e+03, step_size=0.893, tol=1.45e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2031.15it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2030.70it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2030.55it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2030.12it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2029.98it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2029.57it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 57%|#####7 | 2856/5000 [00:01<00:01, 2029.43it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2206.26it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2205.82it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2205.66it/s, iter=3.10e+03, step_size=0.893, tol=1.42e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2205.21it/s, iter=3.10e+03, step_size=0.893, tol=1.42e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2205.06it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2204.61it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2204.46it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2204.01it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2203.86it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2203.42it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2203.26it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2202.82it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2202.67it/s, iter=3.11e+03, step_size=0.893, tol=1.39e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2202.12it/s, iter=3.11e+03, step_size=0.893, tol=1.39e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2201.96it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2201.52it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2201.36it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2200.91it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2200.76it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2200.32it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2200.17it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2199.72it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2199.57it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2199.06it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2198.54it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2197.51it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2197.17it/s, iter=3.12e+03, step_size=0.893, tol=1.35e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2196.29it/s, iter=3.12e+03, step_size=0.893, tol=1.35e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2195.86it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2195.15it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2194.96it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2194.45it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2194.29it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2193.82it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2193.66it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2193.19it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2193.03it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2192.44it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2192.22it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2191.66it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2191.51it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2191.07it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2190.91it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2190.47it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2190.32it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2189.73it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2189.58it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2189.14it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2188.99it/s, iter=3.13e+03, step_size=0.893, tol=1.29e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2188.55it/s, iter=3.13e+03, step_size=0.893, tol=1.29e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2188.40it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2187.96it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2187.81it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2187.37it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2187.22it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2186.74it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2186.59it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2186.15it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2186.00it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2185.52it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2185.37it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2184.93it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2184.79it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2184.35it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2184.20it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2183.62it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2183.47it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2183.03it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2182.88it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2182.45it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2182.30it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2181.86it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2181.71it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2181.18it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2181.03it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2180.60it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2180.45it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2180.01it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2179.86it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2179.38it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2179.24it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2178.80it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2178.65it/s, iter=3.14e+03, step_size=0.893, tol=1.2e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2178.21it/s, iter=3.14e+03, step_size=0.893, tol=1.2e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2178.07it/s, iter=3.15e+03, step_size=0.893, tol=1.2e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2177.50it/s, iter=3.15e+03, step_size=0.893, tol=1.2e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2177.35it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2176.91it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2176.77it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2176.33it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2176.18it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2175.75it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2175.59it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2175.16it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2175.01it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2174.58it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2174.43it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2174.00it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2173.85it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2173.10it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2172.81it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2172.26it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2172.03it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2171.44it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2171.28it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2170.85it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2170.70it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2170.27it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2170.12it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2169.69it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2169.54it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2169.11it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2168.96it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2168.53it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2168.38it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2167.95it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2167.80it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2167.37it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2167.22it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2166.79it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2166.65it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2166.22it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2166.07it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2165.64it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2165.38it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2164.95it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2164.80it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2164.37it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2164.23it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2163.80it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2163.65it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2163.22it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2163.08it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2162.50it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2162.26it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2161.53it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2161.38it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2160.92it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2160.77it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2160.32it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2160.16it/s, iter=3.17e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2159.71it/s, iter=3.17e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2159.49it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2158.70it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2158.55it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2158.12it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2157.98it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2157.55it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2157.40it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2156.97it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2156.83it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2156.40it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2156.26it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2155.83it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2155.68it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2155.26it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2155.12it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2154.69it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2154.55it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2154.12it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2153.98it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2153.51it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2153.32it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2152.89it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2152.75it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2152.32it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2152.18it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2151.75it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2151.60it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2151.18it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2151.04it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2150.60it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2150.45it/s, iter=3.19e+03, step_size=0.893, tol=9.96e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2150.02it/s, iter=3.19e+03, step_size=0.893, tol=9.96e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2149.87it/s, iter=3.19e+03, step_size=0.893, tol=9.92e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2149.44it/s, iter=3.19e+03, step_size=0.893, tol=9.92e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2149.29it/s, iter=3.19e+03, step_size=0.893, tol=9.87e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2148.86it/s, iter=3.19e+03, step_size=0.893, tol=9.87e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2148.71it/s, iter=3.19e+03, step_size=0.893, tol=9.83e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2148.12it/s, iter=3.19e+03, step_size=0.893, tol=9.83e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2147.81it/s, iter=3.19e+03, step_size=0.893, tol=9.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2147.30it/s, iter=3.19e+03, step_size=0.893, tol=9.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2147.15it/s, iter=3.2e+03, step_size=0.893, tol=9.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2146.72it/s, iter=3.2e+03, step_size=0.893, tol=9.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2146.57it/s, iter=3.2e+03, step_size=0.893, tol=9.71e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2146.14it/s, iter=3.2e+03, step_size=0.893, tol=9.71e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2146.00it/s, iter=3.2e+03, step_size=0.893, tol=9.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2145.57it/s, iter=3.2e+03, step_size=0.893, tol=9.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2145.42it/s, iter=3.2e+03, step_size=0.893, tol=9.63e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2144.99it/s, iter=3.2e+03, step_size=0.893, tol=9.63e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2144.79it/s, iter=3.2e+03, step_size=0.893, tol=9.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2144.36it/s, iter=3.2e+03, step_size=0.893, tol=9.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2144.22it/s, iter=3.2e+03, step_size=0.893, tol=9.55e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2143.79it/s, iter=3.2e+03, step_size=0.893, tol=9.55e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2143.64it/s, iter=3.2e+03, step_size=0.893, tol=9.51e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2143.21it/s, iter=3.2e+03, step_size=0.893, tol=9.51e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2143.07it/s, iter=3.2e+03, step_size=0.893, tol=9.47e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2142.63it/s, iter=3.2e+03, step_size=0.893, tol=9.47e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2142.48it/s, iter=3.2e+03, step_size=0.893, tol=9.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2142.06it/s, iter=3.2e+03, step_size=0.893, tol=9.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2141.91it/s, iter=3.2e+03, step_size=0.893, tol=9.39e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2141.38it/s, iter=3.2e+03, step_size=0.893, tol=9.39e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2141.23it/s, iter=3.20e+03, step_size=0.893, tol=9.35e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2140.81it/s, iter=3.20e+03, step_size=0.893, tol=9.35e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2140.66it/s, iter=3.21e+03, step_size=0.893, tol=9.31e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2140.23it/s, iter=3.21e+03, step_size=0.893, tol=9.31e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2140.09it/s, iter=3.21e+03, step_size=0.893, tol=9.28e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2139.66it/s, iter=3.21e+03, step_size=0.893, tol=9.28e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2139.52it/s, iter=3.21e+03, step_size=0.893, tol=9.24e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2139.09it/s, iter=3.21e+03, step_size=0.893, tol=9.24e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2138.94it/s, iter=3.21e+03, step_size=0.893, tol=9.2e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2138.51it/s, iter=3.21e+03, step_size=0.893, tol=9.2e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2138.37it/s, iter=3.21e+03, step_size=0.893, tol=9.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2137.94it/s, iter=3.21e+03, step_size=0.893, tol=9.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2137.79it/s, iter=3.21e+03, step_size=0.893, tol=9.12e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2137.33it/s, iter=3.21e+03, step_size=0.893, tol=9.12e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2137.17it/s, iter=3.21e+03, step_size=0.893, tol=9.08e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2136.73it/s, iter=3.21e+03, step_size=0.893, tol=9.08e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2136.56it/s, iter=3.21e+03, step_size=0.893, tol=9.05e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2136.13it/s, iter=3.21e+03, step_size=0.893, tol=9.05e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2135.98it/s, iter=3.21e+03, step_size=0.893, tol=9.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2135.54it/s, iter=3.21e+03, step_size=0.893, tol=9.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2135.40it/s, iter=3.22e+03, step_size=0.893, tol=8.97e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2134.97it/s, iter=3.22e+03, step_size=0.893, tol=8.97e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2134.83it/s, iter=3.22e+03, step_size=0.893, tol=8.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2134.40it/s, iter=3.22e+03, step_size=0.893, tol=8.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2134.26it/s, iter=3.22e+03, step_size=0.893, tol=8.9e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2133.83it/s, iter=3.22e+03, step_size=0.893, tol=8.9e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2133.69it/s, iter=3.22e+03, step_size=0.893, tol=8.86e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2133.26it/s, iter=3.22e+03, step_size=0.893, tol=8.86e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2133.12it/s, iter=3.22e+03, step_size=0.893, tol=8.82e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2132.70it/s, iter=3.22e+03, step_size=0.893, tol=8.82e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2132.55it/s, iter=3.22e+03, step_size=0.893, tol=8.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2132.12it/s, iter=3.22e+03, step_size=0.893, tol=8.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2131.98it/s, iter=3.22e+03, step_size=0.893, tol=8.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2131.56it/s, iter=3.22e+03, step_size=0.893, tol=8.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2131.41it/s, iter=3.22e+03, step_size=0.893, tol=8.71e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2130.99it/s, iter=3.22e+03, step_size=0.893, tol=8.71e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2130.85it/s, iter=3.22e+03, step_size=0.893, tol=8.68e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2130.43it/s, iter=3.22e+03, step_size=0.893, tol=8.68e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2130.28it/s, iter=3.22e+03, step_size=0.893, tol=8.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2129.85it/s, iter=3.22e+03, step_size=0.893, tol=8.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2129.70it/s, iter=3.22e+03, step_size=0.893, tol=8.6e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2129.28it/s, iter=3.22e+03, step_size=0.893, tol=8.6e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2129.13it/s, iter=3.23e+03, step_size=0.893, tol=8.57e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2128.70it/s, iter=3.23e+03, step_size=0.893, tol=8.57e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2128.55it/s, iter=3.23e+03, step_size=0.893, tol=8.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2128.13it/s, iter=3.23e+03, step_size=0.893, tol=8.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2127.99it/s, iter=3.23e+03, step_size=0.893, tol=8.5e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2127.52it/s, iter=3.23e+03, step_size=0.893, tol=8.5e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2127.38it/s, iter=3.23e+03, step_size=0.893, tol=8.46e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2126.96it/s, iter=3.23e+03, step_size=0.893, tol=8.46e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2126.81it/s, iter=3.23e+03, step_size=0.893, tol=8.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2126.39it/s, iter=3.23e+03, step_size=0.893, tol=8.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2126.25it/s, iter=3.23e+03, step_size=0.893, tol=8.39e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2125.83it/s, iter=3.23e+03, step_size=0.893, tol=8.39e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2125.69it/s, iter=3.23e+03, step_size=0.893, tol=8.36e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2125.27it/s, iter=3.23e+03, step_size=0.893, tol=8.36e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2125.12it/s, iter=3.23e+03, step_size=0.893, tol=8.32e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2124.71it/s, iter=3.23e+03, step_size=0.893, tol=8.32e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2124.56it/s, iter=3.23e+03, step_size=0.893, tol=8.29e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2124.14it/s, iter=3.23e+03, step_size=0.893, tol=8.29e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2123.91it/s, iter=3.24e+03, step_size=0.893, tol=8.25e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2123.43it/s, iter=3.24e+03, step_size=0.893, tol=8.25e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2123.28it/s, iter=3.24e+03, step_size=0.893, tol=8.22e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2122.86it/s, iter=3.24e+03, step_size=0.893, tol=8.22e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2122.71it/s, iter=3.24e+03, step_size=0.893, tol=8.18e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2122.29it/s, iter=3.24e+03, step_size=0.893, tol=8.18e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2122.15it/s, iter=3.24e+03, step_size=0.893, tol=8.15e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2121.73it/s, iter=3.24e+03, step_size=0.893, tol=8.15e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2121.58it/s, iter=3.24e+03, step_size=0.893, tol=8.12e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2121.16it/s, iter=3.24e+03, step_size=0.893, tol=8.12e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2121.01it/s, iter=3.24e+03, step_size=0.893, tol=8.08e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2120.59it/s, iter=3.24e+03, step_size=0.893, tol=8.08e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2120.45it/s, iter=3.24e+03, step_size=0.893, tol=8.05e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2120.03it/s, iter=3.24e+03, step_size=0.893, tol=8.05e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2119.86it/s, iter=3.24e+03, step_size=0.893, tol=8.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2119.42it/s, iter=3.24e+03, step_size=0.893, tol=8.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2119.27it/s, iter=3.24e+03, step_size=0.893, tol=7.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2118.85it/s, iter=3.24e+03, step_size=0.893, tol=7.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2118.71it/s, iter=3.24e+03, step_size=0.893, tol=7.95e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2118.24it/s, iter=3.24e+03, step_size=0.893, tol=7.95e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2118.06it/s, iter=3.24e+03, step_size=0.893, tol=7.91e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2117.64it/s, iter=3.24e+03, step_size=0.893, tol=7.91e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2117.50it/s, iter=3.25e+03, step_size=0.893, tol=7.88e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2117.08it/s, iter=3.25e+03, step_size=0.893, tol=7.88e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2116.93it/s, iter=3.25e+03, step_size=0.893, tol=7.85e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2116.51it/s, iter=3.25e+03, step_size=0.893, tol=7.85e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2116.37it/s, iter=3.25e+03, step_size=0.893, tol=7.82e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2115.96it/s, iter=3.25e+03, step_size=0.893, tol=7.82e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2115.82it/s, iter=3.25e+03, step_size=0.893, tol=7.78e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2115.40it/s, iter=3.25e+03, step_size=0.893, tol=7.78e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2115.25it/s, iter=3.25e+03, step_size=0.893, tol=7.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2114.83it/s, iter=3.25e+03, step_size=0.893, tol=7.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2114.69it/s, iter=3.25e+03, step_size=0.893, tol=7.72e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2114.27it/s, iter=3.25e+03, step_size=0.893, tol=7.72e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2114.12it/s, iter=3.25e+03, step_size=0.893, tol=7.69e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2113.71it/s, iter=3.25e+03, step_size=0.893, tol=7.69e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2113.57it/s, iter=3.25e+03, step_size=0.893, tol=7.65e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2113.15it/s, iter=3.25e+03, step_size=0.893, tol=7.65e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2113.01it/s, iter=3.25e+03, step_size=0.893, tol=7.62e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2112.60it/s, iter=3.25e+03, step_size=0.893, tol=7.62e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2112.36it/s, iter=3.26e+03, step_size=0.893, tol=7.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2111.94it/s, iter=3.26e+03, step_size=0.893, tol=7.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2111.80it/s, iter=3.26e+03, step_size=0.893, tol=7.56e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2111.38it/s, iter=3.26e+03, step_size=0.893, tol=7.56e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2111.24it/s, iter=3.26e+03, step_size=0.893, tol=7.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2110.78it/s, iter=3.26e+03, step_size=0.893, tol=7.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2110.63it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2110.22it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2110.08it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2109.66it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2109.52it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2109.10it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2108.96it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2108.55it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2108.40it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2107.99it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2107.85it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2107.44it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2107.29it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2106.88it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2106.66it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2106.25it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2106.11it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2105.69it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2105.55it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2105.14it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2105.00it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2104.59it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2104.45it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2104.04it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2103.90it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2103.49it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2103.35it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2102.94it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2102.80it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2102.36it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2102.05it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2101.63it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2101.49it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2101.02it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2100.84it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2100.42it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2100.28it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2099.81it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2099.67it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2099.26it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2099.12it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2098.70it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2098.56it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2098.15it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2098.01it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2097.59it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2097.45it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2097.05it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2096.91it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2096.50it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2096.36it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2095.95it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2095.81it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2095.34it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2095.20it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2094.54it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2094.32it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2093.90it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2093.76it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2093.35it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2093.21it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2092.80it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2092.65it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2092.24it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2092.10it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2091.69it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2091.55it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2091.15it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2091.01it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2090.56it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2090.42it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2090.02it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2089.88it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2089.38it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2089.25it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2088.84it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2088.70it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2088.29it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2088.15it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2087.74it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2087.61it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2087.20it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2087.06it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2086.61it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2086.47it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2085.54it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2085.31it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2084.51it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2084.08it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2082.97it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2082.64it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2081.69it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2081.45it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2080.52it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2080.17it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2079.09it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2078.65it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2077.47it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2076.95it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2076.14it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2075.82it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2074.89it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2074.59it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2073.63it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2073.32it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2072.26it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2071.96it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2070.94it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2070.74it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2070.24it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2070.02it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2069.11it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2068.94it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2068.36it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2068.20it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2067.61it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2067.27it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2066.46it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2066.21it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2065.65it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2065.45it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2064.84it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2064.68it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2064.19it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2064.03it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2063.54it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2063.38it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2062.90it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2062.73it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2062.25it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2062.09it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2061.50it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2061.34it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2060.85it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2060.69it/s, iter=3.32e+03, step_size=0.893, tol=5.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2060.20it/s, iter=3.32e+03, step_size=0.893, tol=5.67e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2060.04it/s, iter=3.33e+03, step_size=0.893, tol=5.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2059.56it/s, iter=3.33e+03, step_size=0.893, tol=5.64e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2059.39it/s, iter=3.33e+03, step_size=0.893, tol=5.62e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2058.90it/s, iter=3.33e+03, step_size=0.893, tol=5.62e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2058.74it/s, iter=3.33e+03, step_size=0.893, tol=5.6e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2058.24it/s, iter=3.33e+03, step_size=0.893, tol=5.6e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2058.09it/s, iter=3.33e+03, step_size=0.893, tol=5.57e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2057.65it/s, iter=3.33e+03, step_size=0.893, tol=5.57e-09]
PGD: 62%|######2 | 3105/5000 [00:01<00:00, 2057.50it/s, iter=3.33e+03, step_size=0.893, tol=5.55e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2207.15it/s, iter=3.33e+03, step_size=0.893, tol=5.55e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2206.68it/s, iter=3.33e+03, step_size=0.893, tol=5.55e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2206.52it/s, iter=3.33e+03, step_size=0.893, tol=5.53e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2205.91it/s, iter=3.33e+03, step_size=0.893, tol=5.53e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2205.75it/s, iter=3.33e+03, step_size=0.893, tol=5.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2205.28it/s, iter=3.33e+03, step_size=0.893, tol=5.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2205.12it/s, iter=3.33e+03, step_size=0.893, tol=5.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2204.57it/s, iter=3.33e+03, step_size=0.893, tol=5.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2204.40it/s, iter=3.33e+03, step_size=0.893, tol=5.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2203.94it/s, iter=3.33e+03, step_size=0.893, tol=5.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2203.78it/s, iter=3.34e+03, step_size=0.893, tol=5.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2203.31it/s, iter=3.34e+03, step_size=0.893, tol=5.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2203.10it/s, iter=3.34e+03, step_size=0.893, tol=5.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2202.23it/s, iter=3.34e+03, step_size=0.893, tol=5.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2201.96it/s, iter=3.34e+03, step_size=0.893, tol=5.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2201.46it/s, iter=3.34e+03, step_size=0.893, tol=5.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2201.30it/s, iter=3.34e+03, step_size=0.893, tol=5.37e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2200.73it/s, iter=3.34e+03, step_size=0.893, tol=5.37e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2200.57it/s, iter=3.34e+03, step_size=0.893, tol=5.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2200.01it/s, iter=3.34e+03, step_size=0.893, tol=5.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2199.87it/s, iter=3.34e+03, step_size=0.893, tol=5.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2199.44it/s, iter=3.34e+03, step_size=0.893, tol=5.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2199.29it/s, iter=3.34e+03, step_size=0.893, tol=5.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2198.86it/s, iter=3.34e+03, step_size=0.893, tol=5.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2198.71it/s, iter=3.34e+03, step_size=0.893, tol=5.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2198.28it/s, iter=3.34e+03, step_size=0.893, tol=5.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2198.14it/s, iter=3.34e+03, step_size=0.893, tol=5.26e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2197.70it/s, iter=3.34e+03, step_size=0.893, tol=5.26e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2197.55it/s, iter=3.34e+03, step_size=0.893, tol=5.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2197.12it/s, iter=3.34e+03, step_size=0.893, tol=5.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2196.98it/s, iter=3.34e+03, step_size=0.893, tol=5.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2196.55it/s, iter=3.34e+03, step_size=0.893, tol=5.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2196.40it/s, iter=3.35e+03, step_size=0.893, tol=5.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2195.97it/s, iter=3.35e+03, step_size=0.893, tol=5.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2195.83it/s, iter=3.35e+03, step_size=0.893, tol=5.17e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2195.40it/s, iter=3.35e+03, step_size=0.893, tol=5.17e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2195.25it/s, iter=3.35e+03, step_size=0.893, tol=5.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2194.83it/s, iter=3.35e+03, step_size=0.893, tol=5.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2194.68it/s, iter=3.35e+03, step_size=0.893, tol=5.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2194.13it/s, iter=3.35e+03, step_size=0.893, tol=5.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2193.99it/s, iter=3.35e+03, step_size=0.893, tol=5.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2193.54it/s, iter=3.35e+03, step_size=0.893, tol=5.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2193.40it/s, iter=3.35e+03, step_size=0.893, tol=5.09e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2192.97it/s, iter=3.35e+03, step_size=0.893, tol=5.09e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2192.83it/s, iter=3.35e+03, step_size=0.893, tol=5.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2192.41it/s, iter=3.35e+03, step_size=0.893, tol=5.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2192.27it/s, iter=3.35e+03, step_size=0.893, tol=5.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2191.85it/s, iter=3.35e+03, step_size=0.893, tol=5.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2191.71it/s, iter=3.35e+03, step_size=0.893, tol=5.02e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2191.29it/s, iter=3.35e+03, step_size=0.893, tol=5.02e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2191.15it/s, iter=3.36e+03, step_size=0.893, tol=5e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2190.70it/s, iter=3.36e+03, step_size=0.893, tol=5e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2190.50it/s, iter=3.36e+03, step_size=0.893, tol=4.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2190.06it/s, iter=3.36e+03, step_size=0.893, tol=4.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2189.91it/s, iter=3.36e+03, step_size=0.893, tol=4.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2189.46it/s, iter=3.36e+03, step_size=0.893, tol=4.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2189.32it/s, iter=3.36e+03, step_size=0.893, tol=4.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2188.90it/s, iter=3.36e+03, step_size=0.893, tol=4.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2188.63it/s, iter=3.36e+03, step_size=0.893, tol=4.92e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2188.21it/s, iter=3.36e+03, step_size=0.893, tol=4.92e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2188.06it/s, iter=3.36e+03, step_size=0.893, tol=4.9e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2187.36it/s, iter=3.36e+03, step_size=0.893, tol=4.9e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2186.97it/s, iter=3.36e+03, step_size=0.893, tol=4.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2186.16it/s, iter=3.36e+03, step_size=0.893, tol=4.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2185.86it/s, iter=3.36e+03, step_size=0.893, tol=4.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2185.29it/s, iter=3.36e+03, step_size=0.893, tol=4.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2185.11it/s, iter=3.36e+03, step_size=0.893, tol=4.84e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2184.32it/s, iter=3.36e+03, step_size=0.893, tol=4.84e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2183.91it/s, iter=3.36e+03, step_size=0.893, tol=4.82e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2183.15it/s, iter=3.36e+03, step_size=0.893, tol=4.82e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2182.76it/s, iter=3.36e+03, step_size=0.893, tol=4.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2181.35it/s, iter=3.36e+03, step_size=0.893, tol=4.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2180.90it/s, iter=3.37e+03, step_size=0.893, tol=4.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2179.99it/s, iter=3.37e+03, step_size=0.893, tol=4.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2179.73it/s, iter=3.37e+03, step_size=0.893, tol=4.76e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2178.47it/s, iter=3.37e+03, step_size=0.893, tol=4.76e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2178.05it/s, iter=3.37e+03, step_size=0.893, tol=4.74e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2176.86it/s, iter=3.37e+03, step_size=0.893, tol=4.74e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2176.49it/s, iter=3.37e+03, step_size=0.893, tol=4.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2175.68it/s, iter=3.37e+03, step_size=0.893, tol=4.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2175.40it/s, iter=3.37e+03, step_size=0.893, tol=4.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2174.63it/s, iter=3.37e+03, step_size=0.893, tol=4.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2174.41it/s, iter=3.37e+03, step_size=0.893, tol=4.68e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2173.44it/s, iter=3.37e+03, step_size=0.893, tol=4.68e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2172.99it/s, iter=3.37e+03, step_size=0.893, tol=4.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2171.55it/s, iter=3.37e+03, step_size=0.893, tol=4.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2171.04it/s, iter=3.37e+03, step_size=0.893, tol=4.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2169.84it/s, iter=3.37e+03, step_size=0.893, tol=4.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2169.42it/s, iter=3.37e+03, step_size=0.893, tol=4.62e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2168.21it/s, iter=3.37e+03, step_size=0.893, tol=4.62e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2167.88it/s, iter=3.38e+03, step_size=0.893, tol=4.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2166.66it/s, iter=3.38e+03, step_size=0.893, tol=4.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2166.27it/s, iter=3.38e+03, step_size=0.893, tol=4.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2165.21it/s, iter=3.38e+03, step_size=0.893, tol=4.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2164.89it/s, iter=3.38e+03, step_size=0.893, tol=4.56e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2164.04it/s, iter=3.38e+03, step_size=0.893, tol=4.56e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2163.77it/s, iter=3.38e+03, step_size=0.893, tol=4.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2162.86it/s, iter=3.38e+03, step_size=0.893, tol=4.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2162.52it/s, iter=3.38e+03, step_size=0.893, tol=4.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2161.11it/s, iter=3.38e+03, step_size=0.893, tol=4.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2160.58it/s, iter=3.38e+03, step_size=0.893, tol=4.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2159.21it/s, iter=3.38e+03, step_size=0.893, tol=4.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2158.90it/s, iter=3.38e+03, step_size=0.893, tol=4.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2158.21it/s, iter=3.38e+03, step_size=0.893, tol=4.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2157.99it/s, iter=3.38e+03, step_size=0.893, tol=4.47e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2157.34it/s, iter=3.38e+03, step_size=0.893, tol=4.47e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2157.13it/s, iter=3.38e+03, step_size=0.893, tol=4.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2156.58it/s, iter=3.38e+03, step_size=0.893, tol=4.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2156.41it/s, iter=3.38e+03, step_size=0.893, tol=4.43e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2155.91it/s, iter=3.38e+03, step_size=0.893, tol=4.43e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2155.71it/s, iter=3.38e+03, step_size=0.893, tol=4.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2154.59it/s, iter=3.38e+03, step_size=0.893, tol=4.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2154.28it/s, iter=3.39e+03, step_size=0.893, tol=4.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2153.52it/s, iter=3.39e+03, step_size=0.893, tol=4.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2153.27it/s, iter=3.39e+03, step_size=0.893, tol=4.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2152.74it/s, iter=3.39e+03, step_size=0.893, tol=4.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2152.57it/s, iter=3.39e+03, step_size=0.893, tol=4.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2152.08it/s, iter=3.39e+03, step_size=0.893, tol=4.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2151.91it/s, iter=3.39e+03, step_size=0.893, tol=4.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2151.40it/s, iter=3.39e+03, step_size=0.893, tol=4.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2151.24it/s, iter=3.39e+03, step_size=0.893, tol=4.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2150.51it/s, iter=3.39e+03, step_size=0.893, tol=4.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2150.33it/s, iter=3.39e+03, step_size=0.893, tol=4.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2149.67it/s, iter=3.39e+03, step_size=0.893, tol=4.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2149.46it/s, iter=3.39e+03, step_size=0.893, tol=4.29e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2148.46it/s, iter=3.39e+03, step_size=0.893, tol=4.29e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2148.05it/s, iter=3.39e+03, step_size=0.893, tol=4.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2146.81it/s, iter=3.39e+03, step_size=0.893, tol=4.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2146.39it/s, iter=3.39e+03, step_size=0.893, tol=4.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2144.81it/s, iter=3.39e+03, step_size=0.893, tol=4.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2144.26it/s, iter=3.4e+03, step_size=0.893, tol=4.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2143.09it/s, iter=3.4e+03, step_size=0.893, tol=4.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2142.61it/s, iter=3.4e+03, step_size=0.893, tol=4.22e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2141.69it/s, iter=3.4e+03, step_size=0.893, tol=4.22e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2141.47it/s, iter=3.4e+03, step_size=0.893, tol=4.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2140.53it/s, iter=3.4e+03, step_size=0.893, tol=4.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2140.13it/s, iter=3.4e+03, step_size=0.893, tol=4.18e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2139.11it/s, iter=3.4e+03, step_size=0.893, tol=4.18e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2138.89it/s, iter=3.4e+03, step_size=0.893, tol=4.16e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2138.02it/s, iter=3.4e+03, step_size=0.893, tol=4.16e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2137.80it/s, iter=3.4e+03, step_size=0.893, tol=4.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2137.15it/s, iter=3.4e+03, step_size=0.893, tol=4.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2136.95it/s, iter=3.4e+03, step_size=0.893, tol=4.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2136.36it/s, iter=3.4e+03, step_size=0.893, tol=4.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2136.16it/s, iter=3.4e+03, step_size=0.893, tol=4.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2135.49it/s, iter=3.4e+03, step_size=0.893, tol=4.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2135.02it/s, iter=3.4e+03, step_size=0.893, tol=4.09e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2133.48it/s, iter=3.4e+03, step_size=0.893, tol=4.09e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2133.27it/s, iter=3.4e+03, step_size=0.893, tol=4.08e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2132.58it/s, iter=3.4e+03, step_size=0.893, tol=4.08e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2132.21it/s, iter=3.40e+03, step_size=0.893, tol=4.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2131.26it/s, iter=3.40e+03, step_size=0.893, tol=4.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2131.00it/s, iter=3.41e+03, step_size=0.893, tol=4.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2130.35it/s, iter=3.41e+03, step_size=0.893, tol=4.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2130.01it/s, iter=3.41e+03, step_size=0.893, tol=4.03e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2129.35it/s, iter=3.41e+03, step_size=0.893, tol=4.03e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2129.16it/s, iter=3.41e+03, step_size=0.893, tol=4.01e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2128.35it/s, iter=3.41e+03, step_size=0.893, tol=4.01e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2127.86it/s, iter=3.41e+03, step_size=0.893, tol=3.99e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2127.17it/s, iter=3.41e+03, step_size=0.893, tol=3.99e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2126.87it/s, iter=3.41e+03, step_size=0.893, tol=3.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2126.12it/s, iter=3.41e+03, step_size=0.893, tol=3.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2125.96it/s, iter=3.41e+03, step_size=0.893, tol=3.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2125.48it/s, iter=3.41e+03, step_size=0.893, tol=3.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2125.31it/s, iter=3.41e+03, step_size=0.893, tol=3.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2124.83it/s, iter=3.41e+03, step_size=0.893, tol=3.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2124.67it/s, iter=3.41e+03, step_size=0.893, tol=3.93e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2124.19it/s, iter=3.41e+03, step_size=0.893, tol=3.93e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2123.94it/s, iter=3.41e+03, step_size=0.893, tol=3.91e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2123.41it/s, iter=3.41e+03, step_size=0.893, tol=3.91e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2123.24it/s, iter=3.42e+03, step_size=0.893, tol=3.89e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2122.78it/s, iter=3.42e+03, step_size=0.893, tol=3.89e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2122.62it/s, iter=3.42e+03, step_size=0.893, tol=3.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2122.16it/s, iter=3.42e+03, step_size=0.893, tol=3.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2121.94it/s, iter=3.42e+03, step_size=0.893, tol=3.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2120.89it/s, iter=3.42e+03, step_size=0.893, tol=3.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2120.63it/s, iter=3.42e+03, step_size=0.893, tol=3.85e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2120.02it/s, iter=3.42e+03, step_size=0.893, tol=3.85e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2119.81it/s, iter=3.42e+03, step_size=0.893, tol=3.83e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2119.20it/s, iter=3.42e+03, step_size=0.893, tol=3.83e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2119.00it/s, iter=3.42e+03, step_size=0.893, tol=3.81e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2118.33it/s, iter=3.42e+03, step_size=0.893, tol=3.81e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2118.12it/s, iter=3.42e+03, step_size=0.893, tol=3.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2117.52it/s, iter=3.42e+03, step_size=0.893, tol=3.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2117.26it/s, iter=3.42e+03, step_size=0.893, tol=3.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2116.38it/s, iter=3.42e+03, step_size=0.893, tol=3.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2116.05it/s, iter=3.42e+03, step_size=0.893, tol=3.77e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2114.82it/s, iter=3.42e+03, step_size=0.893, tol=3.77e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2114.44it/s, iter=3.42e+03, step_size=0.893, tol=3.75e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2113.52it/s, iter=3.42e+03, step_size=0.893, tol=3.75e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2113.23it/s, iter=3.42e+03, step_size=0.893, tol=3.73e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2112.53it/s, iter=3.42e+03, step_size=0.893, tol=3.73e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2112.29it/s, iter=3.43e+03, step_size=0.893, tol=3.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2111.61it/s, iter=3.43e+03, step_size=0.893, tol=3.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2111.37it/s, iter=3.43e+03, step_size=0.893, tol=3.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2110.67it/s, iter=3.43e+03, step_size=0.893, tol=3.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2110.43it/s, iter=3.43e+03, step_size=0.893, tol=3.69e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2109.36it/s, iter=3.43e+03, step_size=0.893, tol=3.69e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2108.94it/s, iter=3.43e+03, step_size=0.893, tol=3.67e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2107.56it/s, iter=3.43e+03, step_size=0.893, tol=3.67e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2107.10it/s, iter=3.43e+03, step_size=0.893, tol=3.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2106.07it/s, iter=3.43e+03, step_size=0.893, tol=3.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2105.75it/s, iter=3.43e+03, step_size=0.893, tol=3.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2104.48it/s, iter=3.43e+03, step_size=0.893, tol=3.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2104.07it/s, iter=3.43e+03, step_size=0.893, tol=3.63e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2102.99it/s, iter=3.43e+03, step_size=0.893, tol=3.63e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2102.59it/s, iter=3.43e+03, step_size=0.893, tol=3.61e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2101.51it/s, iter=3.43e+03, step_size=0.893, tol=3.61e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2101.25it/s, iter=3.43e+03, step_size=0.893, tol=3.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2100.42it/s, iter=3.43e+03, step_size=0.893, tol=3.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2100.16it/s, iter=3.44e+03, step_size=0.893, tol=3.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2099.03it/s, iter=3.44e+03, step_size=0.893, tol=3.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2098.74it/s, iter=3.44e+03, step_size=0.893, tol=3.57e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2097.88it/s, iter=3.44e+03, step_size=0.893, tol=3.57e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2097.59it/s, iter=3.44e+03, step_size=0.893, tol=3.55e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2096.73it/s, iter=3.44e+03, step_size=0.893, tol=3.55e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2096.47it/s, iter=3.44e+03, step_size=0.893, tol=3.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2095.78it/s, iter=3.44e+03, step_size=0.893, tol=3.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2095.53it/s, iter=3.44e+03, step_size=0.893, tol=3.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2094.69it/s, iter=3.44e+03, step_size=0.893, tol=3.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2094.30it/s, iter=3.44e+03, step_size=0.893, tol=3.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2093.43it/s, iter=3.44e+03, step_size=0.893, tol=3.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2093.15it/s, iter=3.44e+03, step_size=0.893, tol=3.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2092.16it/s, iter=3.44e+03, step_size=0.893, tol=3.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2091.91it/s, iter=3.44e+03, step_size=0.893, tol=3.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2091.22it/s, iter=3.44e+03, step_size=0.893, tol=3.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2091.00it/s, iter=3.44e+03, step_size=0.893, tol=3.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2090.36it/s, iter=3.44e+03, step_size=0.893, tol=3.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2090.14it/s, iter=3.44e+03, step_size=0.893, tol=3.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2089.52it/s, iter=3.44e+03, step_size=0.893, tol=3.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2089.32it/s, iter=3.44e+03, step_size=0.893, tol=3.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2088.74it/s, iter=3.44e+03, step_size=0.893, tol=3.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2088.56it/s, iter=3.45e+03, step_size=0.893, tol=3.42e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2087.97it/s, iter=3.45e+03, step_size=0.893, tol=3.42e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2087.69it/s, iter=3.45e+03, step_size=0.893, tol=3.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2086.72it/s, iter=3.45e+03, step_size=0.893, tol=3.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2086.52it/s, iter=3.45e+03, step_size=0.893, tol=3.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2085.63it/s, iter=3.45e+03, step_size=0.893, tol=3.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2085.29it/s, iter=3.45e+03, step_size=0.893, tol=3.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2084.21it/s, iter=3.45e+03, step_size=0.893, tol=3.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2083.93it/s, iter=3.45e+03, step_size=0.893, tol=3.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2083.14it/s, iter=3.45e+03, step_size=0.893, tol=3.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2082.92it/s, iter=3.45e+03, step_size=0.893, tol=3.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2082.44it/s, iter=3.45e+03, step_size=0.893, tol=3.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2082.27it/s, iter=3.45e+03, step_size=0.893, tol=3.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2081.63it/s, iter=3.45e+03, step_size=0.893, tol=3.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2081.47it/s, iter=3.45e+03, step_size=0.893, tol=3.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2080.99it/s, iter=3.45e+03, step_size=0.893, tol=3.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2080.83it/s, iter=3.45e+03, step_size=0.893, tol=3.31e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2080.36it/s, iter=3.45e+03, step_size=0.893, tol=3.31e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2080.19it/s, iter=3.46e+03, step_size=0.893, tol=3.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2079.68it/s, iter=3.46e+03, step_size=0.893, tol=3.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2079.43it/s, iter=3.46e+03, step_size=0.893, tol=3.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2078.95it/s, iter=3.46e+03, step_size=0.893, tol=3.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2078.79it/s, iter=3.46e+03, step_size=0.893, tol=3.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2078.32it/s, iter=3.46e+03, step_size=0.893, tol=3.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2078.16it/s, iter=3.46e+03, step_size=0.893, tol=3.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2077.55it/s, iter=3.46e+03, step_size=0.893, tol=3.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2077.38it/s, iter=3.46e+03, step_size=0.893, tol=3.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2076.89it/s, iter=3.46e+03, step_size=0.893, tol=3.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2076.49it/s, iter=3.46e+03, step_size=0.893, tol=3.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2075.80it/s, iter=3.46e+03, step_size=0.893, tol=3.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2075.61it/s, iter=3.46e+03, step_size=0.893, tol=3.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2075.07it/s, iter=3.46e+03, step_size=0.893, tol=3.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2074.89it/s, iter=3.46e+03, step_size=0.893, tol=3.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2074.19it/s, iter=3.46e+03, step_size=0.893, tol=3.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2074.04it/s, iter=3.46e+03, step_size=0.893, tol=3.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2073.61it/s, iter=3.46e+03, step_size=0.893, tol=3.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2073.46it/s, iter=3.46e+03, step_size=0.893, tol=3.17e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2073.03it/s, iter=3.46e+03, step_size=0.893, tol=3.17e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2072.88it/s, iter=3.46e+03, step_size=0.893, tol=3.16e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2072.45it/s, iter=3.46e+03, step_size=0.893, tol=3.16e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2072.31it/s, iter=3.47e+03, step_size=0.893, tol=3.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2071.88it/s, iter=3.47e+03, step_size=0.893, tol=3.15e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2071.74it/s, iter=3.47e+03, step_size=0.893, tol=3.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2071.22it/s, iter=3.47e+03, step_size=0.893, tol=3.13e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2071.07it/s, iter=3.47e+03, step_size=0.893, tol=3.12e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2070.32it/s, iter=3.47e+03, step_size=0.893, tol=3.12e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2070.15it/s, iter=3.47e+03, step_size=0.893, tol=3.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2069.63it/s, iter=3.47e+03, step_size=0.893, tol=3.11e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2069.46it/s, iter=3.47e+03, step_size=0.893, tol=3.1e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2068.76it/s, iter=3.47e+03, step_size=0.893, tol=3.1e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2068.55it/s, iter=3.47e+03, step_size=0.893, tol=3.08e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2068.02it/s, iter=3.47e+03, step_size=0.893, tol=3.08e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2067.85it/s, iter=3.47e+03, step_size=0.893, tol=3.07e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2067.29it/s, iter=3.47e+03, step_size=0.893, tol=3.07e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2067.11it/s, iter=3.47e+03, step_size=0.893, tol=3.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2066.60it/s, iter=3.47e+03, step_size=0.893, tol=3.06e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2066.43it/s, iter=3.47e+03, step_size=0.893, tol=3.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2065.60it/s, iter=3.47e+03, step_size=0.893, tol=3.04e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2065.40it/s, iter=3.48e+03, step_size=0.893, tol=3.03e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2064.62it/s, iter=3.48e+03, step_size=0.893, tol=3.03e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2064.08it/s, iter=3.48e+03, step_size=0.893, tol=3.02e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2063.31it/s, iter=3.48e+03, step_size=0.893, tol=3.02e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2063.14it/s, iter=3.48e+03, step_size=0.893, tol=3.01e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2062.51it/s, iter=3.48e+03, step_size=0.893, tol=3.01e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2062.33it/s, iter=3.48e+03, step_size=0.893, tol=2.99e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2061.27it/s, iter=3.48e+03, step_size=0.893, tol=2.99e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2060.89it/s, iter=3.48e+03, step_size=0.893, tol=2.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2060.02it/s, iter=3.48e+03, step_size=0.893, tol=2.98e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2059.71it/s, iter=3.48e+03, step_size=0.893, tol=2.97e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2059.05it/s, iter=3.48e+03, step_size=0.893, tol=2.97e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2058.78it/s, iter=3.48e+03, step_size=0.893, tol=2.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2058.26it/s, iter=3.48e+03, step_size=0.893, tol=2.96e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2058.09it/s, iter=3.48e+03, step_size=0.893, tol=2.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2057.57it/s, iter=3.48e+03, step_size=0.893, tol=2.94e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2057.42it/s, iter=3.48e+03, step_size=0.893, tol=2.93e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2056.98it/s, iter=3.48e+03, step_size=0.893, tol=2.93e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2056.82it/s, iter=3.48e+03, step_size=0.893, tol=2.92e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2056.38it/s, iter=3.48e+03, step_size=0.893, tol=2.92e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2056.13it/s, iter=3.48e+03, step_size=0.893, tol=2.91e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2055.54it/s, iter=3.48e+03, step_size=0.893, tol=2.91e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2055.39it/s, iter=3.49e+03, step_size=0.893, tol=2.9e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2054.95it/s, iter=3.49e+03, step_size=0.893, tol=2.9e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2054.80it/s, iter=3.49e+03, step_size=0.893, tol=2.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2054.07it/s, iter=3.49e+03, step_size=0.893, tol=2.88e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2053.76it/s, iter=3.49e+03, step_size=0.893, tol=2.87e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2053.05it/s, iter=3.49e+03, step_size=0.893, tol=2.87e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2052.83it/s, iter=3.49e+03, step_size=0.893, tol=2.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2052.21it/s, iter=3.49e+03, step_size=0.893, tol=2.86e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2051.95it/s, iter=3.49e+03, step_size=0.893, tol=2.85e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2051.35it/s, iter=3.49e+03, step_size=0.893, tol=2.85e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2051.13it/s, iter=3.49e+03, step_size=0.893, tol=2.84e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2050.54it/s, iter=3.49e+03, step_size=0.893, tol=2.84e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2050.32it/s, iter=3.49e+03, step_size=0.893, tol=2.82e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2049.33it/s, iter=3.49e+03, step_size=0.893, tol=2.82e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2049.00it/s, iter=3.49e+03, step_size=0.893, tol=2.81e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2048.31it/s, iter=3.49e+03, step_size=0.893, tol=2.81e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2048.12it/s, iter=3.49e+03, step_size=0.893, tol=2.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2047.54it/s, iter=3.49e+03, step_size=0.893, tol=2.8e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2047.35it/s, iter=3.5e+03, step_size=0.893, tol=2.79e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2046.81it/s, iter=3.5e+03, step_size=0.893, tol=2.79e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2046.61it/s, iter=3.5e+03, step_size=0.893, tol=2.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2046.10it/s, iter=3.5e+03, step_size=0.893, tol=2.78e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2045.93it/s, iter=3.5e+03, step_size=0.893, tol=2.77e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2045.39it/s, iter=3.5e+03, step_size=0.893, tol=2.77e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2045.01it/s, iter=3.5e+03, step_size=0.893, tol=2.75e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2044.35it/s, iter=3.5e+03, step_size=0.893, tol=2.75e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2044.06it/s, iter=3.5e+03, step_size=0.893, tol=2.74e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2043.27it/s, iter=3.5e+03, step_size=0.893, tol=2.74e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2043.03it/s, iter=3.5e+03, step_size=0.893, tol=2.73e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2042.26it/s, iter=3.5e+03, step_size=0.893, tol=2.73e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2041.99it/s, iter=3.5e+03, step_size=0.893, tol=2.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2041.25it/s, iter=3.5e+03, step_size=0.893, tol=2.72e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2040.95it/s, iter=3.5e+03, step_size=0.893, tol=2.71e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2040.02it/s, iter=3.5e+03, step_size=0.893, tol=2.71e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2039.77it/s, iter=3.5e+03, step_size=0.893, tol=2.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2039.04it/s, iter=3.5e+03, step_size=0.893, tol=2.7e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2038.64it/s, iter=3.5e+03, step_size=0.893, tol=2.69e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2037.74it/s, iter=3.5e+03, step_size=0.893, tol=2.69e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2037.48it/s, iter=3.50e+03, step_size=0.893, tol=2.68e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2036.81it/s, iter=3.50e+03, step_size=0.893, tol=2.68e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2036.56it/s, iter=3.51e+03, step_size=0.893, tol=2.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2036.08it/s, iter=3.51e+03, step_size=0.893, tol=2.66e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2035.93it/s, iter=3.51e+03, step_size=0.893, tol=2.65e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2035.44it/s, iter=3.51e+03, step_size=0.893, tol=2.65e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2035.28it/s, iter=3.51e+03, step_size=0.893, tol=2.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2034.84it/s, iter=3.51e+03, step_size=0.893, tol=2.64e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2034.69it/s, iter=3.51e+03, step_size=0.893, tol=2.63e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2034.25it/s, iter=3.51e+03, step_size=0.893, tol=2.63e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2034.10it/s, iter=3.51e+03, step_size=0.893, tol=2.62e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2033.56it/s, iter=3.51e+03, step_size=0.893, tol=2.62e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2033.39it/s, iter=3.51e+03, step_size=0.893, tol=2.61e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2032.73it/s, iter=3.51e+03, step_size=0.893, tol=2.61e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2032.58it/s, iter=3.51e+03, step_size=0.893, tol=2.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2032.12it/s, iter=3.51e+03, step_size=0.893, tol=2.6e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2031.97it/s, iter=3.51e+03, step_size=0.893, tol=2.59e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2031.51it/s, iter=3.51e+03, step_size=0.893, tol=2.59e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2031.36it/s, iter=3.51e+03, step_size=0.893, tol=2.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2030.91it/s, iter=3.51e+03, step_size=0.893, tol=2.58e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2030.76it/s, iter=3.52e+03, step_size=0.893, tol=2.57e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2030.30it/s, iter=3.52e+03, step_size=0.893, tol=2.57e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2030.14it/s, iter=3.52e+03, step_size=0.893, tol=2.56e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2029.69it/s, iter=3.52e+03, step_size=0.893, tol=2.56e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2029.54it/s, iter=3.52e+03, step_size=0.893, tol=2.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2029.09it/s, iter=3.52e+03, step_size=0.893, tol=2.54e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2028.94it/s, iter=3.52e+03, step_size=0.893, tol=2.53e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2028.38it/s, iter=3.52e+03, step_size=0.893, tol=2.53e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2028.22it/s, iter=3.52e+03, step_size=0.893, tol=2.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2027.77it/s, iter=3.52e+03, step_size=0.893, tol=2.52e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2027.62it/s, iter=3.52e+03, step_size=0.893, tol=2.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2027.17it/s, iter=3.52e+03, step_size=0.893, tol=2.51e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2027.02it/s, iter=3.52e+03, step_size=0.893, tol=2.5e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2026.57it/s, iter=3.52e+03, step_size=0.893, tol=2.5e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2026.43it/s, iter=3.52e+03, step_size=0.893, tol=2.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2026.03it/s, iter=3.52e+03, step_size=0.893, tol=2.49e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2025.89it/s, iter=3.52e+03, step_size=0.893, tol=2.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2025.49it/s, iter=3.52e+03, step_size=0.893, tol=2.48e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2025.35it/s, iter=3.52e+03, step_size=0.893, tol=2.47e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2024.95it/s, iter=3.52e+03, step_size=0.893, tol=2.47e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2024.81it/s, iter=3.52e+03, step_size=0.893, tol=2.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2024.04it/s, iter=3.52e+03, step_size=0.893, tol=2.46e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2023.70it/s, iter=3.53e+03, step_size=0.893, tol=2.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2023.01it/s, iter=3.53e+03, step_size=0.893, tol=2.45e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2022.80it/s, iter=3.53e+03, step_size=0.893, tol=2.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2022.38it/s, iter=3.53e+03, step_size=0.893, tol=2.44e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2022.23it/s, iter=3.53e+03, step_size=0.893, tol=2.43e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2021.83it/s, iter=3.53e+03, step_size=0.893, tol=2.43e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2021.69it/s, iter=3.53e+03, step_size=0.893, tol=2.42e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2021.29it/s, iter=3.53e+03, step_size=0.893, tol=2.42e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2021.15it/s, iter=3.53e+03, step_size=0.893, tol=2.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2020.75it/s, iter=3.53e+03, step_size=0.893, tol=2.41e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2020.57it/s, iter=3.53e+03, step_size=0.893, tol=2.4e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2020.12it/s, iter=3.53e+03, step_size=0.893, tol=2.4e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2019.99it/s, iter=3.53e+03, step_size=0.893, tol=2.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2019.60it/s, iter=3.53e+03, step_size=0.893, tol=2.39e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2019.47it/s, iter=3.53e+03, step_size=0.893, tol=2.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2019.08it/s, iter=3.53e+03, step_size=0.893, tol=2.38e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2018.84it/s, iter=3.53e+03, step_size=0.893, tol=2.37e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2018.45it/s, iter=3.53e+03, step_size=0.893, tol=2.37e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2018.32it/s, iter=3.54e+03, step_size=0.893, tol=2.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2017.93it/s, iter=3.54e+03, step_size=0.893, tol=2.36e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2017.80it/s, iter=3.54e+03, step_size=0.893, tol=2.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2017.42it/s, iter=3.54e+03, step_size=0.893, tol=2.35e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2017.28it/s, iter=3.54e+03, step_size=0.893, tol=2.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2016.75it/s, iter=3.54e+03, step_size=0.893, tol=2.34e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2016.62it/s, iter=3.54e+03, step_size=0.893, tol=2.33e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2016.23it/s, iter=3.54e+03, step_size=0.893, tol=2.33e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2016.10it/s, iter=3.54e+03, step_size=0.893, tol=2.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2015.72it/s, iter=3.54e+03, step_size=0.893, tol=2.32e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2015.59it/s, iter=3.54e+03, step_size=0.893, tol=2.31e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2015.17it/s, iter=3.54e+03, step_size=0.893, tol=2.31e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2015.03it/s, iter=3.54e+03, step_size=0.893, tol=2.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2014.61it/s, iter=3.54e+03, step_size=0.893, tol=2.3e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2014.46it/s, iter=3.54e+03, step_size=0.893, tol=2.29e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2013.83it/s, iter=3.54e+03, step_size=0.893, tol=2.29e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2013.70it/s, iter=3.54e+03, step_size=0.893, tol=2.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2013.20it/s, iter=3.54e+03, step_size=0.893, tol=2.28e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2013.07it/s, iter=3.54e+03, step_size=0.893, tol=2.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2012.69it/s, iter=3.54e+03, step_size=0.893, tol=2.27e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2012.56it/s, iter=3.54e+03, step_size=0.893, tol=2.26e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2012.18it/s, iter=3.54e+03, step_size=0.893, tol=2.26e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2012.05it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2011.66it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2011.54it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2011.15it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2010.87it/s, iter=3.55e+03, step_size=0.893, tol=2.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2010.04it/s, iter=3.55e+03, step_size=0.893, tol=2.24e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2009.78it/s, iter=3.55e+03, step_size=0.893, tol=2.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2009.14it/s, iter=3.55e+03, step_size=0.893, tol=2.23e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2008.99it/s, iter=3.55e+03, step_size=0.893, tol=2.22e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2008.43it/s, iter=3.55e+03, step_size=0.893, tol=2.22e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2008.29it/s, iter=3.55e+03, step_size=0.893, tol=2.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2007.87it/s, iter=3.55e+03, step_size=0.893, tol=2.21e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2007.73it/s, iter=3.55e+03, step_size=0.893, tol=2.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2007.30it/s, iter=3.55e+03, step_size=0.893, tol=2.2e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2007.16it/s, iter=3.55e+03, step_size=0.893, tol=2.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2006.66it/s, iter=3.55e+03, step_size=0.893, tol=2.19e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2006.47it/s, iter=3.55e+03, step_size=0.893, tol=2.18e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2005.96it/s, iter=3.55e+03, step_size=0.893, tol=2.18e-09]
PGD: 67%|######6 | 3331/5000 [00:01<00:00, 2005.82it/s, iter=3.56e+03, step_size=0.893, tol=2.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2141.19it/s, iter=3.56e+03, step_size=0.893, tol=2.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2140.67it/s, iter=3.56e+03, step_size=0.893, tol=2.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2140.54it/s, iter=3.56e+03, step_size=0.893, tol=2.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2140.13it/s, iter=3.56e+03, step_size=0.893, tol=2.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2140.00it/s, iter=3.56e+03, step_size=0.893, tol=2.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2139.13it/s, iter=3.56e+03, step_size=0.893, tol=2.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2138.99it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2138.48it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2138.26it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2137.84it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2137.70it/s, iter=3.56e+03, step_size=0.893, tol=2.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2137.09it/s, iter=3.56e+03, step_size=0.893, tol=2.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2136.85it/s, iter=3.56e+03, step_size=0.893, tol=2.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2136.18it/s, iter=3.56e+03, step_size=0.893, tol=2.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2135.95it/s, iter=3.56e+03, step_size=0.893, tol=2.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2135.53it/s, iter=3.56e+03, step_size=0.893, tol=2.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2135.39it/s, iter=3.56e+03, step_size=0.893, tol=2.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2135.00it/s, iter=3.56e+03, step_size=0.893, tol=2.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2134.87it/s, iter=3.56e+03, step_size=0.893, tol=2.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2134.29it/s, iter=3.56e+03, step_size=0.893, tol=2.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2134.14it/s, iter=3.56e+03, step_size=0.893, tol=2.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2133.75it/s, iter=3.56e+03, step_size=0.893, tol=2.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2133.61it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2133.15it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2132.85it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2132.41it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2132.28it/s, iter=3.57e+03, step_size=0.893, tol=2.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2131.89it/s, iter=3.57e+03, step_size=0.893, tol=2.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2131.75it/s, iter=3.57e+03, step_size=0.893, tol=2.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2131.31it/s, iter=3.57e+03, step_size=0.893, tol=2.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2131.18it/s, iter=3.57e+03, step_size=0.893, tol=2.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2130.79it/s, iter=3.57e+03, step_size=0.893, tol=2.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2130.66it/s, iter=3.57e+03, step_size=0.893, tol=2.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2130.25it/s, iter=3.57e+03, step_size=0.893, tol=2.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2130.12it/s, iter=3.57e+03, step_size=0.893, tol=2.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2129.64it/s, iter=3.57e+03, step_size=0.893, tol=2.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2129.37it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2128.97it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2128.84it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2128.45it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2128.32it/s, iter=3.58e+03, step_size=0.893, tol=2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2127.93it/s, iter=3.58e+03, step_size=0.893, tol=2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2127.80it/s, iter=3.58e+03, step_size=0.893, tol=1.99e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2127.41it/s, iter=3.58e+03, step_size=0.893, tol=1.99e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2127.28it/s, iter=3.58e+03, step_size=0.893, tol=1.98e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2126.80it/s, iter=3.58e+03, step_size=0.893, tol=1.98e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2126.59it/s, iter=3.58e+03, step_size=0.893, tol=1.97e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2125.91it/s, iter=3.58e+03, step_size=0.893, tol=1.97e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2125.77it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2125.29it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2125.16it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2124.75it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2124.48it/s, iter=3.58e+03, step_size=0.893, tol=1.95e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2123.86it/s, iter=3.58e+03, step_size=0.893, tol=1.95e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2123.70it/s, iter=3.58e+03, step_size=0.893, tol=1.94e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2123.24it/s, iter=3.58e+03, step_size=0.893, tol=1.94e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2123.08it/s, iter=3.58e+03, step_size=0.893, tol=1.93e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2122.68it/s, iter=3.58e+03, step_size=0.893, tol=1.93e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2122.55it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2122.16it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2122.03it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2121.50it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2121.37it/s, iter=3.59e+03, step_size=0.893, tol=1.91e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2120.98it/s, iter=3.59e+03, step_size=0.893, tol=1.91e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2120.81it/s, iter=3.59e+03, step_size=0.893, tol=1.9e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2120.22it/s, iter=3.59e+03, step_size=0.893, tol=1.9e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2119.96it/s, iter=3.59e+03, step_size=0.893, tol=1.89e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2119.24it/s, iter=3.59e+03, step_size=0.893, tol=1.89e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2119.08it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2118.58it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2118.40it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2117.69it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2117.55it/s, iter=3.59e+03, step_size=0.893, tol=1.87e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2117.05it/s, iter=3.59e+03, step_size=0.893, tol=1.87e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2116.82it/s, iter=3.59e+03, step_size=0.893, tol=1.86e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2116.28it/s, iter=3.59e+03, step_size=0.893, tol=1.86e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2116.10it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2115.65it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2115.50it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2115.05it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2114.89it/s, iter=3.6e+03, step_size=0.893, tol=1.84e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2114.44it/s, iter=3.6e+03, step_size=0.893, tol=1.84e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2114.20it/s, iter=3.6e+03, step_size=0.893, tol=1.83e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2113.49it/s, iter=3.6e+03, step_size=0.893, tol=1.83e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2113.12it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2112.52it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2112.22it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2111.70it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2111.53it/s, iter=3.6e+03, step_size=0.893, tol=1.81e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2111.01it/s, iter=3.6e+03, step_size=0.893, tol=1.81e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2110.86it/s, iter=3.6e+03, step_size=0.893, tol=1.8e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2110.42it/s, iter=3.6e+03, step_size=0.893, tol=1.8e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2110.28it/s, iter=3.6e+03, step_size=0.893, tol=1.79e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2109.88it/s, iter=3.6e+03, step_size=0.893, tol=1.79e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2109.74it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2109.23it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2109.09it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2108.69it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2108.52it/s, iter=3.6e+03, step_size=0.893, tol=1.77e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2107.99it/s, iter=3.6e+03, step_size=0.893, tol=1.77e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2107.86it/s, iter=3.60e+03, step_size=0.893, tol=1.76e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2107.46it/s, iter=3.60e+03, step_size=0.893, tol=1.76e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2107.32it/s, iter=3.61e+03, step_size=0.893, tol=1.76e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2106.92it/s, iter=3.61e+03, step_size=0.893, tol=1.76e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2106.78it/s, iter=3.61e+03, step_size=0.893, tol=1.75e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2106.38it/s, iter=3.61e+03, step_size=0.893, tol=1.75e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2106.16it/s, iter=3.61e+03, step_size=0.893, tol=1.74e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2105.51it/s, iter=3.61e+03, step_size=0.893, tol=1.74e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2105.36it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2104.92it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2104.77it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2104.18it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2104.03it/s, iter=3.61e+03, step_size=0.893, tol=1.72e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2103.59it/s, iter=3.61e+03, step_size=0.893, tol=1.72e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2103.44it/s, iter=3.61e+03, step_size=0.893, tol=1.71e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2103.00it/s, iter=3.61e+03, step_size=0.893, tol=1.71e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2102.85it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2102.42it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2102.27it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2101.83it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2101.68it/s, iter=3.62e+03, step_size=0.893, tol=1.69e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2101.24it/s, iter=3.62e+03, step_size=0.893, tol=1.69e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2101.09it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2100.38it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2100.04it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2099.17it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2098.88it/s, iter=3.62e+03, step_size=0.893, tol=1.67e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2098.16it/s, iter=3.62e+03, step_size=0.893, tol=1.67e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2097.98it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2097.40it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2097.22it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2096.62it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2096.28it/s, iter=3.62e+03, step_size=0.893, tol=1.65e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2095.74it/s, iter=3.62e+03, step_size=0.893, tol=1.65e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2095.56it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2095.02it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2094.84it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2094.24it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2094.06it/s, iter=3.62e+03, step_size=0.893, tol=1.63e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2093.52it/s, iter=3.62e+03, step_size=0.893, tol=1.63e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2093.36it/s, iter=3.62e+03, step_size=0.893, tol=1.62e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2092.90it/s, iter=3.62e+03, step_size=0.893, tol=1.62e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2092.74it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2092.28it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2092.12it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2091.66it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2091.50it/s, iter=3.63e+03, step_size=0.893, tol=1.6e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2091.04it/s, iter=3.63e+03, step_size=0.893, tol=1.6e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2090.88it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2090.41it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2090.26it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2089.75it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2089.60it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2088.95it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2088.79it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2088.32it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2088.16it/s, iter=3.63e+03, step_size=0.893, tol=1.57e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2087.65it/s, iter=3.63e+03, step_size=0.893, tol=1.57e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2087.50it/s, iter=3.63e+03, step_size=0.893, tol=1.56e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2087.04it/s, iter=3.63e+03, step_size=0.893, tol=1.56e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2086.89it/s, iter=3.64e+03, step_size=0.893, tol=1.56e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2086.18it/s, iter=3.64e+03, step_size=0.893, tol=1.56e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2085.91it/s, iter=3.64e+03, step_size=0.893, tol=1.55e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2085.45it/s, iter=3.64e+03, step_size=0.893, tol=1.55e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2085.28it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2084.76it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2084.52it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2084.09it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2083.94it/s, iter=3.64e+03, step_size=0.893, tol=1.53e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2083.50it/s, iter=3.64e+03, step_size=0.893, tol=1.53e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2083.32it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2082.61it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2082.34it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2081.74it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2081.56it/s, iter=3.64e+03, step_size=0.893, tol=1.51e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2081.04it/s, iter=3.64e+03, step_size=0.893, tol=1.51e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2080.87it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2080.24it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2080.09it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2079.52it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2079.34it/s, iter=3.64e+03, step_size=0.893, tol=1.49e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2078.93it/s, iter=3.64e+03, step_size=0.893, tol=1.49e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2078.80it/s, iter=3.65e+03, step_size=0.893, tol=1.49e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2078.41it/s, iter=3.65e+03, step_size=0.893, tol=1.49e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2078.28it/s, iter=3.65e+03, step_size=0.893, tol=1.48e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2077.89it/s, iter=3.65e+03, step_size=0.893, tol=1.48e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2077.76it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2077.21it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2076.88it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2076.43it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2076.30it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2075.58it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2075.43it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2075.04it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2074.85it/s, iter=3.65e+03, step_size=0.893, tol=1.45e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2074.45it/s, iter=3.65e+03, step_size=0.893, tol=1.45e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2074.24it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2073.47it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2073.30it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2072.94it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2072.82it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2072.41it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2072.29it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2071.93it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2071.81it/s, iter=3.66e+03, step_size=0.893, tol=1.42e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2071.46it/s, iter=3.66e+03, step_size=0.893, tol=1.42e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2071.34it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2070.93it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2070.81it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2070.41it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2070.22it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2069.73it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2069.60it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2069.25it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2069.11it/s, iter=3.66e+03, step_size=0.893, tol=1.39e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2068.74it/s, iter=3.66e+03, step_size=0.893, tol=1.39e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2068.62it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2068.25it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2068.13it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2067.68it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2067.56it/s, iter=3.66e+03, step_size=0.893, tol=1.37e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2067.11it/s, iter=3.66e+03, step_size=0.893, tol=1.37e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2066.98it/s, iter=3.67e+03, step_size=0.893, tol=1.37e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2066.61it/s, iter=3.67e+03, step_size=0.893, tol=1.37e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2066.48it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2066.12it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2065.99it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2065.63it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2065.50it/s, iter=3.67e+03, step_size=0.893, tol=1.35e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2065.03it/s, iter=3.67e+03, step_size=0.893, tol=1.35e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2064.86it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2064.17it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2064.04it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2063.67it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2063.48it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2063.10it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2062.92it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2062.56it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2062.44it/s, iter=3.67e+03, step_size=0.893, tol=1.32e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2062.07it/s, iter=3.67e+03, step_size=0.893, tol=1.32e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2061.95it/s, iter=3.68e+03, step_size=0.893, tol=1.32e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2061.54it/s, iter=3.68e+03, step_size=0.893, tol=1.32e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2061.42it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2061.03it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2060.84it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2060.29it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2060.17it/s, iter=3.68e+03, step_size=0.893, tol=1.3e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2059.75it/s, iter=3.68e+03, step_size=0.893, tol=1.3e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2059.63it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2059.25it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2059.12it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2058.76it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2058.63it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2058.26it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2058.13it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2057.58it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2057.39it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2056.58it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2056.35it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2055.82it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2055.58it/s, iter=3.68e+03, step_size=0.893, tol=1.26e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2055.08it/s, iter=3.68e+03, step_size=0.893, tol=1.26e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2054.82it/s, iter=3.69e+03, step_size=0.893, tol=1.26e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2054.21it/s, iter=3.69e+03, step_size=0.893, tol=1.26e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2054.04it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2053.49it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2053.27it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2052.86it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2052.73it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2052.35it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2052.19it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2051.75it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2051.62it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2051.23it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2051.11it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2050.61it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2050.27it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2049.52it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2049.29it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2048.49it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2048.13it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2047.15it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2046.87it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2045.83it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2045.53it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2044.72it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2044.48it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2043.54it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2043.25it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2042.59it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2042.34it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2041.35it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2041.12it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2040.48it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2040.29it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2039.71it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2039.52it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2038.98it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2038.76it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2038.19it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2038.01it/s, iter=3.70e+03, step_size=0.893, tol=1.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2037.34it/s, iter=3.70e+03, step_size=0.893, tol=1.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2037.12it/s, iter=3.71e+03, step_size=0.893, tol=1.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2036.02it/s, iter=3.71e+03, step_size=0.893, tol=1.16e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2035.60it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2034.68it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2034.37it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2033.54it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2033.15it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2032.48it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2032.29it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2031.73it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2031.58it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2031.17it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2031.03it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2030.15it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2029.98it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2029.56it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2029.41it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2029.00it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2028.86it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2028.45it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2028.31it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2027.90it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2027.75it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2027.24it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2026.95it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2026.30it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2026.15it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2025.68it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2025.52it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2025.11it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2024.99it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2024.62it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2024.48it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2024.05it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2023.93it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2023.56it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2023.44it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2023.07it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2022.85it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2022.42it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2022.16it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2021.65it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2021.47it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2021.11it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2020.98it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2020.62it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2020.49it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2020.12it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2019.99it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2019.60it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2019.39it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2018.89it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2018.76it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2018.34it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2018.10it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2017.18it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2016.88it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2016.11it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2015.95it/s, iter=3.74e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2015.42it/s, iter=3.74e+03, step_size=0.893, tol=1.03e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2015.26it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2014.81it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2014.66it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2014.01it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2013.84it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2013.16it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2012.93it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2012.29it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2012.13it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2011.54it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2011.30it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2010.51it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2010.25it/s, iter=3.74e+03, step_size=0.893, tol=9.96e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2009.53it/s, iter=3.74e+03, step_size=0.893, tol=9.96e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2009.20it/s, iter=3.74e+03, step_size=0.893, tol=9.92e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2008.21it/s, iter=3.74e+03, step_size=0.893, tol=9.92e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2007.78it/s, iter=3.74e+03, step_size=0.893, tol=9.87e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2007.05it/s, iter=3.74e+03, step_size=0.893, tol=9.87e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2006.67it/s, iter=3.74e+03, step_size=0.893, tol=9.83e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2005.76it/s, iter=3.74e+03, step_size=0.893, tol=9.83e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2005.50it/s, iter=3.75e+03, step_size=0.893, tol=9.79e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2004.72it/s, iter=3.75e+03, step_size=0.893, tol=9.79e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2004.45it/s, iter=3.75e+03, step_size=0.893, tol=9.75e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2003.78it/s, iter=3.75e+03, step_size=0.893, tol=9.75e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2003.55it/s, iter=3.75e+03, step_size=0.893, tol=9.71e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2002.91it/s, iter=3.75e+03, step_size=0.893, tol=9.71e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2002.61it/s, iter=3.75e+03, step_size=0.893, tol=9.67e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2001.92it/s, iter=3.75e+03, step_size=0.893, tol=9.67e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2001.76it/s, iter=3.75e+03, step_size=0.893, tol=9.63e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2001.35it/s, iter=3.75e+03, step_size=0.893, tol=9.63e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2001.22it/s, iter=3.75e+03, step_size=0.893, tol=9.59e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2000.84it/s, iter=3.75e+03, step_size=0.893, tol=9.59e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2000.71it/s, iter=3.75e+03, step_size=0.893, tol=9.55e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2000.33it/s, iter=3.75e+03, step_size=0.893, tol=9.55e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 2000.12it/s, iter=3.75e+03, step_size=0.893, tol=9.51e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1999.75it/s, iter=3.75e+03, step_size=0.893, tol=9.51e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1999.47it/s, iter=3.75e+03, step_size=0.893, tol=9.47e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1998.77it/s, iter=3.75e+03, step_size=0.893, tol=9.47e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1998.61it/s, iter=3.76e+03, step_size=0.893, tol=9.43e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1997.92it/s, iter=3.76e+03, step_size=0.893, tol=9.43e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1997.70it/s, iter=3.76e+03, step_size=0.893, tol=9.39e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1997.01it/s, iter=3.76e+03, step_size=0.893, tol=9.39e-10]
PGD: 71%|#######1 | 3556/5000 [00:01<00:00, 1996.83it/s, iter=3.76e+03, step_size=0.893, tol=9.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2110.15it/s, iter=3.76e+03, step_size=0.893, tol=9.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2109.69it/s, iter=3.76e+03, step_size=0.893, tol=9.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2109.53it/s, iter=3.76e+03, step_size=0.893, tol=9.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2108.99it/s, iter=3.76e+03, step_size=0.893, tol=9.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2108.83it/s, iter=3.76e+03, step_size=0.893, tol=9.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2108.36it/s, iter=3.76e+03, step_size=0.893, tol=9.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2108.21it/s, iter=3.76e+03, step_size=0.893, tol=9.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2107.70it/s, iter=3.76e+03, step_size=0.893, tol=9.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2107.54it/s, iter=3.76e+03, step_size=0.893, tol=9.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2107.06it/s, iter=3.76e+03, step_size=0.893, tol=9.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2106.92it/s, iter=3.76e+03, step_size=0.893, tol=9.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2106.51it/s, iter=3.76e+03, step_size=0.893, tol=9.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2106.38it/s, iter=3.76e+03, step_size=0.893, tol=9.12e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2105.97it/s, iter=3.76e+03, step_size=0.893, tol=9.12e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2105.84it/s, iter=3.76e+03, step_size=0.893, tol=9.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2105.43it/s, iter=3.76e+03, step_size=0.893, tol=9.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2105.29it/s, iter=3.76e+03, step_size=0.893, tol=9.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2104.89it/s, iter=3.76e+03, step_size=0.893, tol=9.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2104.73it/s, iter=3.77e+03, step_size=0.893, tol=9.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2104.23it/s, iter=3.77e+03, step_size=0.893, tol=9.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2104.07it/s, iter=3.77e+03, step_size=0.893, tol=8.97e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2103.43it/s, iter=3.77e+03, step_size=0.893, tol=8.97e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2103.16it/s, iter=3.77e+03, step_size=0.893, tol=8.93e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2102.75it/s, iter=3.77e+03, step_size=0.893, tol=8.93e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2102.61it/s, iter=3.77e+03, step_size=0.893, tol=8.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2102.21it/s, iter=3.77e+03, step_size=0.893, tol=8.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2102.07it/s, iter=3.77e+03, step_size=0.893, tol=8.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2101.66it/s, iter=3.77e+03, step_size=0.893, tol=8.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2101.53it/s, iter=3.77e+03, step_size=0.893, tol=8.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2101.11it/s, iter=3.77e+03, step_size=0.893, tol=8.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2100.99it/s, iter=3.77e+03, step_size=0.893, tol=8.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2100.53it/s, iter=3.77e+03, step_size=0.893, tol=8.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2100.27it/s, iter=3.77e+03, step_size=0.893, tol=8.75e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2099.52it/s, iter=3.77e+03, step_size=0.893, tol=8.75e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2099.33it/s, iter=3.77e+03, step_size=0.893, tol=8.71e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2098.91it/s, iter=3.77e+03, step_size=0.893, tol=8.71e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2098.77it/s, iter=3.78e+03, step_size=0.893, tol=8.68e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2098.36it/s, iter=3.78e+03, step_size=0.893, tol=8.68e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2098.22it/s, iter=3.78e+03, step_size=0.893, tol=8.64e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2097.81it/s, iter=3.78e+03, step_size=0.893, tol=8.64e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2097.65it/s, iter=3.78e+03, step_size=0.893, tol=8.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2096.97it/s, iter=3.78e+03, step_size=0.893, tol=8.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2096.84it/s, iter=3.78e+03, step_size=0.893, tol=8.57e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2096.43it/s, iter=3.78e+03, step_size=0.893, tol=8.57e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2096.27it/s, iter=3.78e+03, step_size=0.893, tol=8.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2095.87it/s, iter=3.78e+03, step_size=0.893, tol=8.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2095.59it/s, iter=3.78e+03, step_size=0.893, tol=8.5e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2095.16it/s, iter=3.78e+03, step_size=0.893, tol=8.5e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2095.02it/s, iter=3.78e+03, step_size=0.893, tol=8.46e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2094.53it/s, iter=3.78e+03, step_size=0.893, tol=8.46e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2094.26it/s, iter=3.78e+03, step_size=0.893, tol=8.43e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2093.59it/s, iter=3.78e+03, step_size=0.893, tol=8.43e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2093.44it/s, iter=3.78e+03, step_size=0.893, tol=8.39e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2092.95it/s, iter=3.78e+03, step_size=0.893, tol=8.39e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2092.83it/s, iter=3.78e+03, step_size=0.893, tol=8.36e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2092.11it/s, iter=3.78e+03, step_size=0.893, tol=8.36e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2091.82it/s, iter=3.78e+03, step_size=0.893, tol=8.32e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2091.41it/s, iter=3.78e+03, step_size=0.893, tol=8.32e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2091.29it/s, iter=3.79e+03, step_size=0.893, tol=8.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2090.91it/s, iter=3.79e+03, step_size=0.893, tol=8.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2090.71it/s, iter=3.79e+03, step_size=0.893, tol=8.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2090.21it/s, iter=3.79e+03, step_size=0.893, tol=8.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2090.07it/s, iter=3.79e+03, step_size=0.893, tol=8.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2089.72it/s, iter=3.79e+03, step_size=0.893, tol=8.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2089.60it/s, iter=3.79e+03, step_size=0.893, tol=8.18e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2089.23it/s, iter=3.79e+03, step_size=0.893, tol=8.18e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2089.11it/s, iter=3.79e+03, step_size=0.893, tol=8.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2088.75it/s, iter=3.79e+03, step_size=0.893, tol=8.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2088.63it/s, iter=3.79e+03, step_size=0.893, tol=8.12e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2088.28it/s, iter=3.79e+03, step_size=0.893, tol=8.12e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2088.16it/s, iter=3.79e+03, step_size=0.893, tol=8.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2087.80it/s, iter=3.79e+03, step_size=0.893, tol=8.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2087.68it/s, iter=3.79e+03, step_size=0.893, tol=8.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2087.13it/s, iter=3.79e+03, step_size=0.893, tol=8.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2087.01it/s, iter=3.79e+03, step_size=0.893, tol=8.02e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2086.65it/s, iter=3.79e+03, step_size=0.893, tol=8.02e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2086.53it/s, iter=3.8e+03, step_size=0.893, tol=7.98e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2086.18it/s, iter=3.8e+03, step_size=0.893, tol=7.98e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2086.06it/s, iter=3.8e+03, step_size=0.893, tol=7.95e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2085.65it/s, iter=3.8e+03, step_size=0.893, tol=7.95e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2085.47it/s, iter=3.8e+03, step_size=0.893, tol=7.92e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2085.03it/s, iter=3.8e+03, step_size=0.893, tol=7.92e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2084.78it/s, iter=3.8e+03, step_size=0.893, tol=7.88e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2084.30it/s, iter=3.8e+03, step_size=0.893, tol=7.88e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2084.09it/s, iter=3.8e+03, step_size=0.893, tol=7.85e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2083.63it/s, iter=3.8e+03, step_size=0.893, tol=7.85e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2083.51it/s, iter=3.8e+03, step_size=0.893, tol=7.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2083.12it/s, iter=3.8e+03, step_size=0.893, tol=7.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2082.94it/s, iter=3.8e+03, step_size=0.893, tol=7.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2082.57it/s, iter=3.8e+03, step_size=0.893, tol=7.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2082.45it/s, iter=3.8e+03, step_size=0.893, tol=7.75e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2082.10it/s, iter=3.8e+03, step_size=0.893, tol=7.75e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2081.98it/s, iter=3.8e+03, step_size=0.893, tol=7.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2081.63it/s, iter=3.8e+03, step_size=0.893, tol=7.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2081.51it/s, iter=3.8e+03, step_size=0.893, tol=7.69e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2081.16it/s, iter=3.8e+03, step_size=0.893, tol=7.69e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2080.93it/s, iter=3.80e+03, step_size=0.893, tol=7.66e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2080.54it/s, iter=3.80e+03, step_size=0.893, tol=7.66e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2080.28it/s, iter=3.81e+03, step_size=0.893, tol=7.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2079.90it/s, iter=3.81e+03, step_size=0.893, tol=7.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2079.78it/s, iter=3.81e+03, step_size=0.893, tol=7.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2079.43it/s, iter=3.81e+03, step_size=0.893, tol=7.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2079.31it/s, iter=3.81e+03, step_size=0.893, tol=7.56e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2078.92it/s, iter=3.81e+03, step_size=0.893, tol=7.56e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2078.80it/s, iter=3.81e+03, step_size=0.893, tol=7.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2078.45it/s, iter=3.81e+03, step_size=0.893, tol=7.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2078.33it/s, iter=3.81e+03, step_size=0.893, tol=7.5e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2077.98it/s, iter=3.81e+03, step_size=0.893, tol=7.5e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2077.86it/s, iter=3.81e+03, step_size=0.893, tol=7.47e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2077.48it/s, iter=3.81e+03, step_size=0.893, tol=7.47e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2077.31it/s, iter=3.81e+03, step_size=0.893, tol=7.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2076.92it/s, iter=3.81e+03, step_size=0.893, tol=7.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2076.80it/s, iter=3.81e+03, step_size=0.893, tol=7.41e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2076.37it/s, iter=3.81e+03, step_size=0.893, tol=7.41e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2076.23it/s, iter=3.81e+03, step_size=0.893, tol=7.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2075.72it/s, iter=3.81e+03, step_size=0.893, tol=7.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2075.48it/s, iter=3.82e+03, step_size=0.893, tol=7.34e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2075.12it/s, iter=3.82e+03, step_size=0.893, tol=7.34e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2075.00it/s, iter=3.82e+03, step_size=0.893, tol=7.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2074.61it/s, iter=3.82e+03, step_size=0.893, tol=7.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2074.43it/s, iter=3.82e+03, step_size=0.893, tol=7.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2073.49it/s, iter=3.82e+03, step_size=0.893, tol=7.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2073.27it/s, iter=3.82e+03, step_size=0.893, tol=7.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2072.77it/s, iter=3.82e+03, step_size=0.893, tol=7.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2072.57it/s, iter=3.82e+03, step_size=0.893, tol=7.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2072.08it/s, iter=3.82e+03, step_size=0.893, tol=7.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2071.94it/s, iter=3.82e+03, step_size=0.893, tol=7.19e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2071.46it/s, iter=3.82e+03, step_size=0.893, tol=7.19e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2071.32it/s, iter=3.82e+03, step_size=0.893, tol=7.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2070.92it/s, iter=3.82e+03, step_size=0.893, tol=7.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2070.78it/s, iter=3.82e+03, step_size=0.893, tol=7.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2070.38it/s, iter=3.82e+03, step_size=0.893, tol=7.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2070.24it/s, iter=3.82e+03, step_size=0.893, tol=7.1e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2069.81it/s, iter=3.82e+03, step_size=0.893, tol=7.1e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2069.63it/s, iter=3.82e+03, step_size=0.893, tol=7.07e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2069.20it/s, iter=3.82e+03, step_size=0.893, tol=7.07e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2069.06it/s, iter=3.82e+03, step_size=0.893, tol=7.04e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2068.66it/s, iter=3.82e+03, step_size=0.893, tol=7.04e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2068.52it/s, iter=3.83e+03, step_size=0.893, tol=7.02e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2068.12it/s, iter=3.83e+03, step_size=0.893, tol=7.02e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2067.99it/s, iter=3.83e+03, step_size=0.893, tol=6.99e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2067.59it/s, iter=3.83e+03, step_size=0.893, tol=6.99e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2067.45it/s, iter=3.83e+03, step_size=0.893, tol=6.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2066.97it/s, iter=3.83e+03, step_size=0.893, tol=6.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2066.83it/s, iter=3.83e+03, step_size=0.893, tol=6.93e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2066.16it/s, iter=3.83e+03, step_size=0.893, tol=6.93e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2066.02it/s, iter=3.83e+03, step_size=0.893, tol=6.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2065.60it/s, iter=3.83e+03, step_size=0.893, tol=6.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2065.46it/s, iter=3.83e+03, step_size=0.893, tol=6.87e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2065.04it/s, iter=3.83e+03, step_size=0.893, tol=6.87e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2064.90it/s, iter=3.83e+03, step_size=0.893, tol=6.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2064.48it/s, iter=3.83e+03, step_size=0.893, tol=6.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2064.34it/s, iter=3.83e+03, step_size=0.893, tol=6.81e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2063.92it/s, iter=3.83e+03, step_size=0.893, tol=6.81e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2063.78it/s, iter=3.83e+03, step_size=0.893, tol=6.78e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2063.36it/s, iter=3.83e+03, step_size=0.893, tol=6.78e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2063.23it/s, iter=3.84e+03, step_size=0.893, tol=6.76e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2062.78it/s, iter=3.84e+03, step_size=0.893, tol=6.76e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2062.60it/s, iter=3.84e+03, step_size=0.893, tol=6.73e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2062.18it/s, iter=3.84e+03, step_size=0.893, tol=6.73e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2062.04it/s, iter=3.84e+03, step_size=0.893, tol=6.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2061.63it/s, iter=3.84e+03, step_size=0.893, tol=6.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2061.49it/s, iter=3.84e+03, step_size=0.893, tol=6.67e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2061.08it/s, iter=3.84e+03, step_size=0.893, tol=6.67e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2060.94it/s, iter=3.84e+03, step_size=0.893, tol=6.65e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2060.55it/s, iter=3.84e+03, step_size=0.893, tol=6.65e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2060.42it/s, iter=3.84e+03, step_size=0.893, tol=6.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2060.06it/s, iter=3.84e+03, step_size=0.893, tol=6.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2059.93it/s, iter=3.84e+03, step_size=0.893, tol=6.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2059.56it/s, iter=3.84e+03, step_size=0.893, tol=6.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2059.44it/s, iter=3.84e+03, step_size=0.893, tol=6.56e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2059.07it/s, iter=3.84e+03, step_size=0.893, tol=6.56e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2058.95it/s, iter=3.84e+03, step_size=0.893, tol=6.54e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2058.57it/s, iter=3.84e+03, step_size=0.893, tol=6.54e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2058.41it/s, iter=3.84e+03, step_size=0.893, tol=6.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2057.94it/s, iter=3.84e+03, step_size=0.893, tol=6.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2057.81it/s, iter=3.84e+03, step_size=0.893, tol=6.48e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2057.09it/s, iter=3.84e+03, step_size=0.893, tol=6.48e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2056.96it/s, iter=3.85e+03, step_size=0.893, tol=6.45e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2056.59it/s, iter=3.85e+03, step_size=0.893, tol=6.45e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2056.46it/s, iter=3.85e+03, step_size=0.893, tol=6.43e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2056.01it/s, iter=3.85e+03, step_size=0.893, tol=6.43e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2055.88it/s, iter=3.85e+03, step_size=0.893, tol=6.4e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2055.32it/s, iter=3.85e+03, step_size=0.893, tol=6.4e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2055.03it/s, iter=3.85e+03, step_size=0.893, tol=6.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2054.45it/s, iter=3.85e+03, step_size=0.893, tol=6.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2054.33it/s, iter=3.85e+03, step_size=0.893, tol=6.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2053.98it/s, iter=3.85e+03, step_size=0.893, tol=6.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2053.85it/s, iter=3.85e+03, step_size=0.893, tol=6.32e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2053.31it/s, iter=3.85e+03, step_size=0.893, tol=6.32e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2053.18it/s, iter=3.85e+03, step_size=0.893, tol=6.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2052.59it/s, iter=3.85e+03, step_size=0.893, tol=6.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2052.46it/s, iter=3.85e+03, step_size=0.893, tol=6.27e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2052.06it/s, iter=3.85e+03, step_size=0.893, tol=6.27e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2051.93it/s, iter=3.85e+03, step_size=0.893, tol=6.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2051.54it/s, iter=3.85e+03, step_size=0.893, tol=6.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2051.42it/s, iter=3.86e+03, step_size=0.893, tol=6.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2051.05it/s, iter=3.86e+03, step_size=0.893, tol=6.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2050.91it/s, iter=3.86e+03, step_size=0.893, tol=6.19e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2050.54it/s, iter=3.86e+03, step_size=0.893, tol=6.19e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2050.42it/s, iter=3.86e+03, step_size=0.893, tol=6.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2050.01it/s, iter=3.86e+03, step_size=0.893, tol=6.16e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2049.79it/s, iter=3.86e+03, step_size=0.893, tol=6.14e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2049.40it/s, iter=3.86e+03, step_size=0.893, tol=6.14e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2049.19it/s, iter=3.86e+03, step_size=0.893, tol=6.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2048.82it/s, iter=3.86e+03, step_size=0.893, tol=6.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2048.61it/s, iter=3.86e+03, step_size=0.893, tol=6.09e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2048.13it/s, iter=3.86e+03, step_size=0.893, tol=6.09e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2048.00it/s, iter=3.86e+03, step_size=0.893, tol=6.06e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2047.65it/s, iter=3.86e+03, step_size=0.893, tol=6.06e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2047.53it/s, iter=3.86e+03, step_size=0.893, tol=6.04e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2047.14it/s, iter=3.86e+03, step_size=0.893, tol=6.04e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2047.02it/s, iter=3.86e+03, step_size=0.893, tol=6.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2046.44it/s, iter=3.86e+03, step_size=0.893, tol=6.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2046.32it/s, iter=3.86e+03, step_size=0.893, tol=5.99e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2045.93it/s, iter=3.86e+03, step_size=0.893, tol=5.99e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2045.81it/s, iter=3.86e+03, step_size=0.893, tol=5.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2045.39it/s, iter=3.86e+03, step_size=0.893, tol=5.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2045.27it/s, iter=3.87e+03, step_size=0.893, tol=5.94e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2044.92it/s, iter=3.87e+03, step_size=0.893, tol=5.94e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2044.72it/s, iter=3.87e+03, step_size=0.893, tol=5.91e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2044.37it/s, iter=3.87e+03, step_size=0.893, tol=5.91e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2044.25it/s, iter=3.87e+03, step_size=0.893, tol=5.89e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2043.89it/s, iter=3.87e+03, step_size=0.893, tol=5.89e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2043.77it/s, iter=3.87e+03, step_size=0.893, tol=5.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2043.43it/s, iter=3.87e+03, step_size=0.893, tol=5.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2043.32it/s, iter=3.87e+03, step_size=0.893, tol=5.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2042.86it/s, iter=3.87e+03, step_size=0.893, tol=5.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2042.75it/s, iter=3.87e+03, step_size=0.893, tol=5.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2042.41it/s, iter=3.87e+03, step_size=0.893, tol=5.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2042.30it/s, iter=3.87e+03, step_size=0.893, tol=5.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2041.96it/s, iter=3.87e+03, step_size=0.893, tol=5.79e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2041.84it/s, iter=3.87e+03, step_size=0.893, tol=5.77e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2041.51it/s, iter=3.87e+03, step_size=0.893, tol=5.77e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2041.39it/s, iter=3.87e+03, step_size=0.893, tol=5.74e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2041.05it/s, iter=3.87e+03, step_size=0.893, tol=5.74e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2040.94it/s, iter=3.88e+03, step_size=0.893, tol=5.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2040.60it/s, iter=3.88e+03, step_size=0.893, tol=5.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2040.49it/s, iter=3.88e+03, step_size=0.893, tol=5.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2039.97it/s, iter=3.88e+03, step_size=0.893, tol=5.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2039.78it/s, iter=3.88e+03, step_size=0.893, tol=5.67e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2039.23it/s, iter=3.88e+03, step_size=0.893, tol=5.67e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2039.11it/s, iter=3.88e+03, step_size=0.893, tol=5.65e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2038.77it/s, iter=3.88e+03, step_size=0.893, tol=5.65e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2038.66it/s, iter=3.88e+03, step_size=0.893, tol=5.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2038.29it/s, iter=3.88e+03, step_size=0.893, tol=5.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2038.16it/s, iter=3.88e+03, step_size=0.893, tol=5.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2037.82it/s, iter=3.88e+03, step_size=0.893, tol=5.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2037.65it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2037.18it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2037.03it/s, iter=3.88e+03, step_size=0.893, tol=5.55e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2036.66it/s, iter=3.88e+03, step_size=0.893, tol=5.55e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2036.51it/s, iter=3.88e+03, step_size=0.893, tol=5.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2035.96it/s, iter=3.88e+03, step_size=0.893, tol=5.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2035.77it/s, iter=3.88e+03, step_size=0.893, tol=5.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2035.43it/s, iter=3.88e+03, step_size=0.893, tol=5.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2035.31it/s, iter=3.88e+03, step_size=0.893, tol=5.49e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2034.97it/s, iter=3.88e+03, step_size=0.893, tol=5.49e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2034.86it/s, iter=3.89e+03, step_size=0.893, tol=5.46e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2034.52it/s, iter=3.89e+03, step_size=0.893, tol=5.46e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2034.40it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2034.07it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2033.95it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2033.55it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2033.42it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2033.03it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2032.91it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2032.58it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2032.46it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2032.13it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2032.02it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2031.68it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2031.53it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2031.13it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2030.94it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2030.46it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2030.27it/s, iter=3.9e+03, step_size=0.893, tol=5.26e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2029.86it/s, iter=3.9e+03, step_size=0.893, tol=5.26e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2029.74it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2029.36it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2029.24it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2028.91it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2028.80it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2028.46it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2028.30it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2027.97it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2027.85it/s, iter=3.9e+03, step_size=0.893, tol=5.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2027.38it/s, iter=3.9e+03, step_size=0.893, tol=5.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2027.26it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2026.78it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2026.66it/s, iter=3.9e+03, step_size=0.893, tol=5.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2026.31it/s, iter=3.9e+03, step_size=0.893, tol=5.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2026.19it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2025.84it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2025.72it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2025.25it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2025.03it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2024.66it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2024.54it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2024.12it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2024.00it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2023.66it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2023.54it/s, iter=3.91e+03, step_size=0.893, tol=4.98e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2023.19it/s, iter=3.91e+03, step_size=0.893, tol=4.98e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2023.07it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2022.65it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2022.53it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2022.03it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2021.85it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2021.45it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2021.32it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2020.94it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2020.81it/s, iter=3.91e+03, step_size=0.893, tol=4.88e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2020.42it/s, iter=3.91e+03, step_size=0.893, tol=4.88e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2020.29it/s, iter=3.91e+03, step_size=0.893, tol=4.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2019.91it/s, iter=3.91e+03, step_size=0.893, tol=4.86e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2019.78it/s, iter=3.92e+03, step_size=0.893, tol=4.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2019.39it/s, iter=3.92e+03, step_size=0.893, tol=4.84e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2019.26it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2018.88it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2018.75it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2018.28it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2018.11it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2017.63it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2017.49it/s, iter=3.92e+03, step_size=0.893, tol=4.76e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2017.11it/s, iter=3.92e+03, step_size=0.893, tol=4.76e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2016.98it/s, iter=3.92e+03, step_size=0.893, tol=4.74e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2016.60it/s, iter=3.92e+03, step_size=0.893, tol=4.74e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2016.47it/s, iter=3.92e+03, step_size=0.893, tol=4.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2016.12it/s, iter=3.92e+03, step_size=0.893, tol=4.72e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2016.00it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2015.66it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2015.54it/s, iter=3.92e+03, step_size=0.893, tol=4.68e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2015.14it/s, iter=3.92e+03, step_size=0.893, tol=4.68e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2015.03it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2014.68it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2014.56it/s, iter=3.92e+03, step_size=0.893, tol=4.64e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2014.18it/s, iter=3.92e+03, step_size=0.893, tol=4.64e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2014.00it/s, iter=3.93e+03, step_size=0.893, tol=4.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2013.44it/s, iter=3.93e+03, step_size=0.893, tol=4.62e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2013.25it/s, iter=3.93e+03, step_size=0.893, tol=4.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2012.90it/s, iter=3.93e+03, step_size=0.893, tol=4.6e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2012.78it/s, iter=3.93e+03, step_size=0.893, tol=4.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2012.43it/s, iter=3.93e+03, step_size=0.893, tol=4.59e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2012.31it/s, iter=3.93e+03, step_size=0.893, tol=4.57e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2011.88it/s, iter=3.93e+03, step_size=0.893, tol=4.57e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2011.76it/s, iter=3.93e+03, step_size=0.893, tol=4.55e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2011.41it/s, iter=3.93e+03, step_size=0.893, tol=4.55e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2011.29it/s, iter=3.93e+03, step_size=0.893, tol=4.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2010.71it/s, iter=3.93e+03, step_size=0.893, tol=4.53e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2010.60it/s, iter=3.93e+03, step_size=0.893, tol=4.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2010.27it/s, iter=3.93e+03, step_size=0.893, tol=4.51e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2010.16it/s, iter=3.93e+03, step_size=0.893, tol=4.49e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2009.79it/s, iter=3.93e+03, step_size=0.893, tol=4.49e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2009.57it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2009.25it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2009.13it/s, iter=3.94e+03, step_size=0.893, tol=4.45e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2008.82it/s, iter=3.94e+03, step_size=0.893, tol=4.45e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2008.71it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2008.39it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2008.28it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2007.96it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2007.85it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2007.51it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2007.39it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2007.08it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2006.97it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2006.65it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2006.54it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2006.15it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2006.04it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2005.71it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2005.60it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2005.20it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2005.08it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2004.51it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2004.40it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2004.07it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2003.95it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2003.62it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2003.47it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2003.00it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2002.89it/s, iter=3.95e+03, step_size=0.893, tol=4.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2002.56it/s, iter=3.95e+03, step_size=0.893, tol=4.22e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2002.43it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2002.08it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2001.97it/s, iter=3.95e+03, step_size=0.893, tol=4.18e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2001.60it/s, iter=3.95e+03, step_size=0.893, tol=4.18e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2001.49it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2001.08it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2000.96it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2000.45it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 2000.30it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1999.77it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1999.63it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1999.21it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1999.09it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1998.76it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1998.64it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1998.29it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1998.18it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1997.84it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
PGD: 75%|#######5 | 3758/5000 [00:01<00:00, 1997.72it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2104.48it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2104.13it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2104.01it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2103.55it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2103.24it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2102.71it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2102.59it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2102.23it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2102.10it/s, iter=3.96e+03, step_size=0.893, tol=3.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2101.70it/s, iter=3.96e+03, step_size=0.893, tol=3.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2101.59it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2101.26it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2101.15it/s, iter=3.96e+03, step_size=0.893, tol=3.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2100.75it/s, iter=3.96e+03, step_size=0.893, tol=3.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2100.53it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2100.10it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2099.99it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2099.58it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2099.47it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2099.04it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2098.92it/s, iter=3.97e+03, step_size=0.893, tol=3.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2098.58it/s, iter=3.97e+03, step_size=0.893, tol=3.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2098.46it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2098.14it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2098.02it/s, iter=3.97e+03, step_size=0.893, tol=3.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2097.69it/s, iter=3.97e+03, step_size=0.893, tol=3.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2097.58it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2097.26it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2097.14it/s, iter=3.97e+03, step_size=0.893, tol=3.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2096.70it/s, iter=3.97e+03, step_size=0.893, tol=3.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2096.59it/s, iter=3.97e+03, step_size=0.893, tol=3.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2096.24it/s, iter=3.97e+03, step_size=0.893, tol=3.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2096.12it/s, iter=3.97e+03, step_size=0.893, tol=3.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2095.74it/s, iter=3.97e+03, step_size=0.893, tol=3.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2095.63it/s, iter=3.98e+03, step_size=0.893, tol=3.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2095.29it/s, iter=3.98e+03, step_size=0.893, tol=3.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2095.18it/s, iter=3.98e+03, step_size=0.893, tol=3.75e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2094.75it/s, iter=3.98e+03, step_size=0.893, tol=3.75e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2094.63it/s, iter=3.98e+03, step_size=0.893, tol=3.74e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2093.95it/s, iter=3.98e+03, step_size=0.893, tol=3.74e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2093.77it/s, iter=3.98e+03, step_size=0.893, tol=3.72e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2093.42it/s, iter=3.98e+03, step_size=0.893, tol=3.72e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2093.30it/s, iter=3.98e+03, step_size=0.893, tol=3.71e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2092.97it/s, iter=3.98e+03, step_size=0.893, tol=3.71e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2092.85it/s, iter=3.98e+03, step_size=0.893, tol=3.69e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2092.47it/s, iter=3.98e+03, step_size=0.893, tol=3.69e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2092.36it/s, iter=3.98e+03, step_size=0.893, tol=3.68e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2091.83it/s, iter=3.98e+03, step_size=0.893, tol=3.68e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2091.58it/s, iter=3.98e+03, step_size=0.893, tol=3.66e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2091.21it/s, iter=3.98e+03, step_size=0.893, tol=3.66e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2091.10it/s, iter=3.98e+03, step_size=0.893, tol=3.65e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2090.76it/s, iter=3.98e+03, step_size=0.893, tol=3.65e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2090.64it/s, iter=3.98e+03, step_size=0.893, tol=3.63e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2090.19it/s, iter=3.98e+03, step_size=0.893, tol=3.63e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2090.08it/s, iter=3.98e+03, step_size=0.893, tol=3.62e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2089.74it/s, iter=3.98e+03, step_size=0.893, tol=3.62e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2089.55it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2088.88it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2088.54it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2087.72it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2087.55it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2086.95it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2086.69it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2085.65it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2085.31it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2084.57it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2084.40it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2083.90it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2083.73it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2083.23it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2083.06it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2082.57it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2082.41it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2081.88it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2081.64it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2081.14it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2080.97it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2080.48it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2080.31it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2079.82it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2079.65it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2079.22it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2079.05it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2078.59it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2078.44it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2078.02it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2077.84it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2077.18it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2076.95it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2076.34it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2076.19it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2075.77it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2075.62it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2075.20it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2075.06it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2074.64it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2074.49it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2074.10it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2073.97it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2073.60it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2073.47it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2073.10it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2072.89it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2072.51it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2072.39it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2072.02it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2071.89it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2071.52it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2071.39it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2071.02it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2070.90it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2070.39it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2070.23it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2069.62it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2069.45it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2068.80it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2068.56it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2068.10it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2067.94it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2067.50it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2067.37it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2066.97it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2066.83it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2066.38it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2066.18it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2065.50it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2065.26it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2064.55it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2064.27it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2063.62it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2063.38it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2062.68it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2062.49it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2061.94it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2061.70it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2061.32it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2061.20it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2060.88it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2060.77it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2060.44it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2060.33it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2059.90it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2059.78it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2059.46it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2059.35it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2059.03it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2058.92it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2058.59it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2058.48it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2058.14it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2057.98it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2057.65it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2057.54it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2057.23it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2057.12it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2056.81it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2056.71it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2056.40it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2056.29it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2055.98it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2055.88it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2055.48it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2055.38it/s, iter=4.04e+03, step_size=0.893, tol=2.89e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2055.07it/s, iter=4.04e+03, step_size=0.893, tol=2.89e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2054.96it/s, iter=4.04e+03, step_size=0.893, tol=2.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2054.66it/s, iter=4.04e+03, step_size=0.893, tol=2.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2054.55it/s, iter=4.04e+03, step_size=0.893, tol=2.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2054.24it/s, iter=4.04e+03, step_size=0.893, tol=2.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2054.13it/s, iter=4.04e+03, step_size=0.893, tol=2.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2053.82it/s, iter=4.04e+03, step_size=0.893, tol=2.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2053.71it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2053.40it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2053.30it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2052.99it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2052.87it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2052.14it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2052.03it/s, iter=4.05e+03, step_size=0.893, tol=2.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2051.72it/s, iter=4.05e+03, step_size=0.893, tol=2.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2051.60it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2051.05it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2050.94it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2050.63it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2050.52it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2050.22it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2050.11it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2049.80it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2049.70it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2049.39it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2049.29it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.98it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.88it/s, iter=4.05e+03, step_size=0.893, tol=2.72e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.57it/s, iter=4.05e+03, step_size=0.893, tol=2.72e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.46it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.16it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2048.05it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2047.74it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2047.64it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2047.33it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2047.14it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2046.83it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2046.72it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2046.42it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2046.31it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2046.01it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2045.90it/s, iter=4.06e+03, step_size=0.893, tol=2.65e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2045.56it/s, iter=4.06e+03, step_size=0.893, tol=2.65e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2045.46it/s, iter=4.06e+03, step_size=0.893, tol=2.63e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2045.15it/s, iter=4.06e+03, step_size=0.893, tol=2.63e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2045.05it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2044.74it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2044.64it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2044.33it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2044.23it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2043.92it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2043.82it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2043.51it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2043.41it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2043.09it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2042.93it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2042.61it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2042.46it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2041.93it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2041.76it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2041.07it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2040.87it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2040.29it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2040.11it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2039.64it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2039.52it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2039.18it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2039.06it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2038.66it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2038.54it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2038.20it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2038.09it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2037.75it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2037.63it/s, iter=4.08e+03, step_size=0.893, tol=2.47e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2037.30it/s, iter=4.08e+03, step_size=0.893, tol=2.47e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2037.18it/s, iter=4.08e+03, step_size=0.893, tol=2.46e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2036.85it/s, iter=4.08e+03, step_size=0.893, tol=2.46e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2036.74it/s, iter=4.08e+03, step_size=0.893, tol=2.45e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2036.43it/s, iter=4.08e+03, step_size=0.893, tol=2.45e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2036.32it/s, iter=4.08e+03, step_size=0.893, tol=2.44e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2036.01it/s, iter=4.08e+03, step_size=0.893, tol=2.44e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2035.90it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2035.59it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2035.49it/s, iter=4.08e+03, step_size=0.893, tol=2.42e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2035.17it/s, iter=4.08e+03, step_size=0.893, tol=2.42e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2035.04it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2034.52it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2034.41it/s, iter=4.08e+03, step_size=0.893, tol=2.4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2034.10it/s, iter=4.08e+03, step_size=0.893, tol=2.4e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2033.99it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2033.68it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2033.58it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2033.27it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2033.16it/s, iter=4.09e+03, step_size=0.893, tol=2.37e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2032.85it/s, iter=4.09e+03, step_size=0.893, tol=2.37e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2032.75it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2032.44it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2032.33it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2032.03it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2031.92it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2031.61it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2031.50it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2031.20it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2031.10it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2030.79it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2030.69it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2030.26it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2030.16it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2029.85it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2029.75it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2029.45it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2029.35it/s, iter=4.1e+03, step_size=0.893, tol=2.29e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2029.05it/s, iter=4.1e+03, step_size=0.893, tol=2.29e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2028.94it/s, iter=4.1e+03, step_size=0.893, tol=2.28e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2028.64it/s, iter=4.1e+03, step_size=0.893, tol=2.28e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2028.54it/s, iter=4.1e+03, step_size=0.893, tol=2.27e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2028.19it/s, iter=4.1e+03, step_size=0.893, tol=2.27e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2028.08it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2027.64it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2027.53it/s, iter=4.1e+03, step_size=0.893, tol=2.25e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2027.21it/s, iter=4.1e+03, step_size=0.893, tol=2.25e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2027.10it/s, iter=4.1e+03, step_size=0.893, tol=2.24e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2026.79it/s, iter=4.1e+03, step_size=0.893, tol=2.24e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2026.68it/s, iter=4.1e+03, step_size=0.893, tol=2.23e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2026.36it/s, iter=4.1e+03, step_size=0.893, tol=2.23e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2026.18it/s, iter=4.1e+03, step_size=0.893, tol=2.22e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2025.87it/s, iter=4.1e+03, step_size=0.893, tol=2.22e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2025.76it/s, iter=4.1e+03, step_size=0.893, tol=2.21e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2025.44it/s, iter=4.1e+03, step_size=0.893, tol=2.21e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2025.33it/s, iter=4.1e+03, step_size=0.893, tol=2.2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2025.02it/s, iter=4.1e+03, step_size=0.893, tol=2.2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2024.91it/s, iter=4.10e+03, step_size=0.893, tol=2.19e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2024.59it/s, iter=4.10e+03, step_size=0.893, tol=2.19e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2024.48it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2024.16it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2024.06it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2023.74it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2023.63it/s, iter=4.11e+03, step_size=0.893, tol=2.17e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2023.32it/s, iter=4.11e+03, step_size=0.893, tol=2.17e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2023.21it/s, iter=4.11e+03, step_size=0.893, tol=2.16e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2022.89it/s, iter=4.11e+03, step_size=0.893, tol=2.16e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2022.78it/s, iter=4.11e+03, step_size=0.893, tol=2.15e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2022.47it/s, iter=4.11e+03, step_size=0.893, tol=2.15e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2022.36it/s, iter=4.11e+03, step_size=0.893, tol=2.14e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2021.96it/s, iter=4.11e+03, step_size=0.893, tol=2.14e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2021.85it/s, iter=4.11e+03, step_size=0.893, tol=2.13e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2021.32it/s, iter=4.11e+03, step_size=0.893, tol=2.13e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2021.13it/s, iter=4.11e+03, step_size=0.893, tol=2.12e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2020.33it/s, iter=4.11e+03, step_size=0.893, tol=2.12e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2020.18it/s, iter=4.11e+03, step_size=0.893, tol=2.11e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2019.75it/s, iter=4.11e+03, step_size=0.893, tol=2.11e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2019.61it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2018.99it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2018.82it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2018.39it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2018.24it/s, iter=4.12e+03, step_size=0.893, tol=2.09e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2017.72it/s, iter=4.12e+03, step_size=0.893, tol=2.09e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2017.58it/s, iter=4.12e+03, step_size=0.893, tol=2.08e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2017.15it/s, iter=4.12e+03, step_size=0.893, tol=2.08e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2017.01it/s, iter=4.12e+03, step_size=0.893, tol=2.07e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2016.58it/s, iter=4.12e+03, step_size=0.893, tol=2.07e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2016.44it/s, iter=4.12e+03, step_size=0.893, tol=2.06e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2016.03it/s, iter=4.12e+03, step_size=0.893, tol=2.06e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2015.91it/s, iter=4.12e+03, step_size=0.893, tol=2.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2015.53it/s, iter=4.12e+03, step_size=0.893, tol=2.05e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2015.41it/s, iter=4.12e+03, step_size=0.893, tol=2.04e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2015.03it/s, iter=4.12e+03, step_size=0.893, tol=2.04e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2014.91it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2014.50it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2014.37it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2013.94it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2013.78it/s, iter=4.12e+03, step_size=0.893, tol=2.02e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2013.40it/s, iter=4.12e+03, step_size=0.893, tol=2.02e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2013.27it/s, iter=4.13e+03, step_size=0.893, tol=2.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2012.90it/s, iter=4.13e+03, step_size=0.893, tol=2.01e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2012.77it/s, iter=4.13e+03, step_size=0.893, tol=2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2012.40it/s, iter=4.13e+03, step_size=0.893, tol=2e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2012.27it/s, iter=4.13e+03, step_size=0.893, tol=1.99e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2011.90it/s, iter=4.13e+03, step_size=0.893, tol=1.99e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2011.77it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2011.40it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2011.27it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2010.81it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2010.69it/s, iter=4.13e+03, step_size=0.893, tol=1.97e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2010.35it/s, iter=4.13e+03, step_size=0.893, tol=1.97e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2010.24it/s, iter=4.13e+03, step_size=0.893, tol=1.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2009.74it/s, iter=4.13e+03, step_size=0.893, tol=1.96e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2009.63it/s, iter=4.13e+03, step_size=0.893, tol=1.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2009.26it/s, iter=4.13e+03, step_size=0.893, tol=1.95e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2009.14it/s, iter=4.13e+03, step_size=0.893, tol=1.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2008.80it/s, iter=4.13e+03, step_size=0.893, tol=1.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2008.69it/s, iter=4.14e+03, step_size=0.893, tol=1.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2008.36it/s, iter=4.14e+03, step_size=0.893, tol=1.94e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2008.24it/s, iter=4.14e+03, step_size=0.893, tol=1.93e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2007.91it/s, iter=4.14e+03, step_size=0.893, tol=1.93e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2007.79it/s, iter=4.14e+03, step_size=0.893, tol=1.92e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2007.31it/s, iter=4.14e+03, step_size=0.893, tol=1.92e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2007.20it/s, iter=4.14e+03, step_size=0.893, tol=1.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2006.86it/s, iter=4.14e+03, step_size=0.893, tol=1.91e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2006.75it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2006.42it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2006.31it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2005.97it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2005.86it/s, iter=4.14e+03, step_size=0.893, tol=1.89e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2005.47it/s, iter=4.14e+03, step_size=0.893, tol=1.89e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2005.37it/s, iter=4.14e+03, step_size=0.893, tol=1.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2005.06it/s, iter=4.14e+03, step_size=0.893, tol=1.88e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2004.95it/s, iter=4.14e+03, step_size=0.893, tol=1.87e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2004.55it/s, iter=4.14e+03, step_size=0.893, tol=1.87e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2004.44it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2004.14it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2004.03it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2003.73it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2003.62it/s, iter=4.15e+03, step_size=0.893, tol=1.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2003.32it/s, iter=4.15e+03, step_size=0.893, tol=1.85e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2003.21it/s, iter=4.15e+03, step_size=0.893, tol=1.84e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2002.91it/s, iter=4.15e+03, step_size=0.893, tol=1.84e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2002.79it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2002.34it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2002.23it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2001.93it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2001.82it/s, iter=4.15e+03, step_size=0.893, tol=1.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2001.26it/s, iter=4.15e+03, step_size=0.893, tol=1.82e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2001.08it/s, iter=4.15e+03, step_size=0.893, tol=1.81e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2000.54it/s, iter=4.15e+03, step_size=0.893, tol=1.81e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2000.44it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2000.12it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 2000.01it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1999.70it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1999.59it/s, iter=4.15e+03, step_size=0.893, tol=1.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1999.27it/s, iter=4.15e+03, step_size=0.893, tol=1.79e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1999.16it/s, iter=4.16e+03, step_size=0.893, tol=1.78e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1998.84it/s, iter=4.16e+03, step_size=0.893, tol=1.78e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1998.73it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1998.35it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 79%|#######9 | 3959/5000 [00:01<00:00, 1998.24it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2098.61it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2098.16it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2097.94it/s, iter=4.16e+03, step_size=0.893, tol=1.76e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2097.60it/s, iter=4.16e+03, step_size=0.893, tol=1.76e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2097.49it/s, iter=4.16e+03, step_size=0.893, tol=1.75e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2097.16it/s, iter=4.16e+03, step_size=0.893, tol=1.75e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2097.05it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2096.68it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2094.86it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2093.38it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2093.12it/s, iter=4.16e+03, step_size=0.893, tol=1.73e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2092.51it/s, iter=4.16e+03, step_size=0.893, tol=1.73e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2092.37it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2092.04it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2091.93it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2091.60it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2091.49it/s, iter=4.16e+03, step_size=0.893, tol=1.71e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2091.17it/s, iter=4.16e+03, step_size=0.893, tol=1.71e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2091.06it/s, iter=4.17e+03, step_size=0.893, tol=1.7e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2090.74it/s, iter=4.17e+03, step_size=0.893, tol=1.7e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2090.63it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2090.30it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2090.19it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2089.70it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2089.47it/s, iter=4.17e+03, step_size=0.893, tol=1.68e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2089.15it/s, iter=4.17e+03, step_size=0.893, tol=1.68e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2089.04it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2088.72it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2088.61it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2088.29it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2088.18it/s, iter=4.17e+03, step_size=0.893, tol=1.66e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2087.86it/s, iter=4.17e+03, step_size=0.893, tol=1.66e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2087.75it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2087.29it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2087.15it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2086.83it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2086.72it/s, iter=4.18e+03, step_size=0.893, tol=1.64e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2086.37it/s, iter=4.18e+03, step_size=0.893, tol=1.64e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2086.25it/s, iter=4.18e+03, step_size=0.893, tol=1.63e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2085.69it/s, iter=4.18e+03, step_size=0.893, tol=1.63e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2085.52it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2084.84it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2084.66it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2084.01it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2083.72it/s, iter=4.18e+03, step_size=0.893, tol=1.61e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2083.03it/s, iter=4.18e+03, step_size=0.893, tol=1.61e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2082.84it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2082.27it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2081.89it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2081.01it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2080.83it/s, iter=4.18e+03, step_size=0.893, tol=1.59e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2079.84it/s, iter=4.18e+03, step_size=0.893, tol=1.59e-10]
PGD: 83%|########3 | 4158/5000 [00:01<00:00, 2079.52it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2078.53it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2078.34it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2077.68it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2077.47it/s, iter=4.18e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2076.75it/s, iter=4.18e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2076.51it/s, iter=4.19e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2075.81it/s, iter=4.19e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2075.58it/s, iter=4.19e+03, step_size=0.893, tol=1.56e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2074.93it/s, iter=4.19e+03, step_size=0.893, tol=1.56e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2074.75it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2074.20it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2074.02it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2073.39it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2073.26it/s, iter=4.19e+03, step_size=0.893, tol=1.54e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2072.85it/s, iter=4.19e+03, step_size=0.893, tol=1.54e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2072.74it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2072.43it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2072.32it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2072.01it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2071.89it/s, iter=4.19e+03, step_size=0.893, tol=1.52e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2071.26it/s, iter=4.19e+03, step_size=0.893, tol=1.52e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2071.00it/s, iter=4.19e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2070.43it/s, iter=4.19e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2070.22it/s, iter=4.2e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2069.61it/s, iter=4.2e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2069.47it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2069.01it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2068.79it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2068.23it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2068.03it/s, iter=4.2e+03, step_size=0.893, tol=1.49e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2067.60it/s, iter=4.2e+03, step_size=0.893, tol=1.49e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2067.47it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2067.07it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2066.93it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2066.41it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2066.19it/s, iter=4.2e+03, step_size=0.893, tol=1.47e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2065.57it/s, iter=4.2e+03, step_size=0.893, tol=1.47e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2065.37it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2064.81it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2064.60it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2063.98it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2063.84it/s, iter=4.2e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2063.33it/s, iter=4.2e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2063.13it/s, iter=4.20e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2062.43it/s, iter=4.20e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2062.18it/s, iter=4.21e+03, step_size=0.893, tol=1.44e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2061.74it/s, iter=4.21e+03, step_size=0.893, tol=1.44e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2061.60it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2061.20it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2061.06it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2060.53it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2060.31it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2059.83it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2059.71it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2059.36it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2059.24it/s, iter=4.21e+03, step_size=0.893, tol=1.41e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2058.89it/s, iter=4.21e+03, step_size=0.893, tol=1.41e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2058.77it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2058.42it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2058.30it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2057.95it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2057.83it/s, iter=4.21e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2057.48it/s, iter=4.21e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2057.37it/s, iter=4.22e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2057.02it/s, iter=4.22e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2056.90it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2056.47it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2056.35it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2056.01it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2055.89it/s, iter=4.22e+03, step_size=0.893, tol=1.37e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2055.53it/s, iter=4.22e+03, step_size=0.893, tol=1.37e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2055.41it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2055.07it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2054.95it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2054.61it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2054.50it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2054.17it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2054.04it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2053.63it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2053.41it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2052.76it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2052.53it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2051.83it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2051.65it/s, iter=4.22e+03, step_size=0.893, tol=1.33e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2051.10it/s, iter=4.22e+03, step_size=0.893, tol=1.33e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2050.95it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2050.51it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2050.39it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2050.07it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2049.96it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2049.57it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2049.33it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2048.82it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2048.64it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2047.98it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2047.88it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2047.44it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2047.34it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2047.00it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2046.90it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2046.59it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2046.47it/s, iter=4.23e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2046.18it/s, iter=4.23e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2046.08it/s, iter=4.24e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2045.78it/s, iter=4.24e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2045.68it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2045.39it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2045.29it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2045.00it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2044.90it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2044.61it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2044.51it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2044.12it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2044.02it/s, iter=4.24e+03, step_size=0.893, tol=1.25e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2043.73it/s, iter=4.24e+03, step_size=0.893, tol=1.25e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2043.64it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2043.25it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2043.15it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2042.86it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2042.76it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2042.46it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2042.36it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2042.07it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2041.97it/s, iter=4.24e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2041.68it/s, iter=4.24e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2041.57it/s, iter=4.25e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2041.24it/s, iter=4.25e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2041.14it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2040.84it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2040.73it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2040.37it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2040.24it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.95it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.85it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.56it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.46it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.17it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2039.07it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2038.78it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2038.69it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2038.37it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2038.27it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.98it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.88it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.60it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.49it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.20it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2037.10it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2036.82it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2036.72it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2036.38it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2036.25it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.96it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.87it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.55it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.45it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.16it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2035.06it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2034.77it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2034.68it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2034.39it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2034.29it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2034.00it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2033.90it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2033.61it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2033.52it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2033.23it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2033.13it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2032.59it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2032.49it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2032.09it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2032.00it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2031.57it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2031.45it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2031.04it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2030.79it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2030.13it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2029.93it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2029.39it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2029.17it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2028.30it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2028.07it/s, iter=4.27e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2027.46it/s, iter=4.27e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2027.33it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2026.94it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2026.80it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2026.47it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2026.35it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2026.01it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2025.89it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2025.55it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2025.43it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2025.03it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2024.86it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2024.37it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2024.24it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2023.89it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2023.77it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2023.42it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2023.30it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2022.95it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2022.83it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2022.48it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2022.36it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2022.01it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2021.90it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2021.55it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2021.43it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2021.09it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2020.97it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2020.62it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2020.44it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2020.02it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2019.90it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2019.54it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2019.43it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2019.12it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2019.01it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2018.70it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2018.59it/s, iter=4.29e+03, step_size=0.893, tol=1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2018.28it/s, iter=4.29e+03, step_size=0.893, tol=1e-10]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2018.17it/s, iter=4.29e+03, step_size=0.893, tol=9.98e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2017.82it/s, iter=4.29e+03, step_size=0.893, tol=9.98e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2017.71it/s, iter=4.3e+03, step_size=0.893, tol=9.94e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2017.40it/s, iter=4.3e+03, step_size=0.893, tol=9.94e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2017.29it/s, iter=4.3e+03, step_size=0.893, tol=9.9e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2016.95it/s, iter=4.3e+03, step_size=0.893, tol=9.9e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2016.84it/s, iter=4.3e+03, step_size=0.893, tol=9.86e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2016.38it/s, iter=4.3e+03, step_size=0.893, tol=9.86e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2016.22it/s, iter=4.3e+03, step_size=0.893, tol=9.82e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2015.90it/s, iter=4.3e+03, step_size=0.893, tol=9.82e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2015.80it/s, iter=4.3e+03, step_size=0.893, tol=9.78e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2015.45it/s, iter=4.3e+03, step_size=0.893, tol=9.78e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2015.34it/s, iter=4.3e+03, step_size=0.893, tol=9.74e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2014.91it/s, iter=4.3e+03, step_size=0.893, tol=9.74e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2014.67it/s, iter=4.3e+03, step_size=0.893, tol=9.69e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2014.17it/s, iter=4.3e+03, step_size=0.893, tol=9.69e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2014.06it/s, iter=4.3e+03, step_size=0.893, tol=9.65e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2013.66it/s, iter=4.3e+03, step_size=0.893, tol=9.65e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2013.56it/s, iter=4.3e+03, step_size=0.893, tol=9.61e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2013.25it/s, iter=4.3e+03, step_size=0.893, tol=9.61e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2013.14it/s, iter=4.3e+03, step_size=0.893, tol=9.57e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2012.83it/s, iter=4.3e+03, step_size=0.893, tol=9.57e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2012.65it/s, iter=4.30e+03, step_size=0.893, tol=9.53e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2012.34it/s, iter=4.30e+03, step_size=0.893, tol=9.53e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2012.23it/s, iter=4.31e+03, step_size=0.893, tol=9.5e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2011.92it/s, iter=4.31e+03, step_size=0.893, tol=9.5e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2011.82it/s, iter=4.31e+03, step_size=0.893, tol=9.46e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2011.50it/s, iter=4.31e+03, step_size=0.893, tol=9.46e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2011.39it/s, iter=4.31e+03, step_size=0.893, tol=9.42e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2011.08it/s, iter=4.31e+03, step_size=0.893, tol=9.42e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2010.98it/s, iter=4.31e+03, step_size=0.893, tol=9.38e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2010.67it/s, iter=4.31e+03, step_size=0.893, tol=9.38e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2010.56it/s, iter=4.31e+03, step_size=0.893, tol=9.34e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2010.25it/s, iter=4.31e+03, step_size=0.893, tol=9.34e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2010.15it/s, iter=4.31e+03, step_size=0.893, tol=9.3e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2009.84it/s, iter=4.31e+03, step_size=0.893, tol=9.3e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2009.74it/s, iter=4.31e+03, step_size=0.893, tol=9.26e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2009.46it/s, iter=4.31e+03, step_size=0.893, tol=9.26e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2009.36it/s, iter=4.31e+03, step_size=0.893, tol=9.22e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2009.08it/s, iter=4.31e+03, step_size=0.893, tol=9.22e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2008.98it/s, iter=4.31e+03, step_size=0.893, tol=9.18e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2008.59it/s, iter=4.31e+03, step_size=0.893, tol=9.18e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2008.49it/s, iter=4.32e+03, step_size=0.893, tol=9.15e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2008.21it/s, iter=4.32e+03, step_size=0.893, tol=9.15e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2008.11it/s, iter=4.32e+03, step_size=0.893, tol=9.11e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2007.82it/s, iter=4.32e+03, step_size=0.893, tol=9.11e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2007.72it/s, iter=4.32e+03, step_size=0.893, tol=9.07e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2007.44it/s, iter=4.32e+03, step_size=0.893, tol=9.07e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2007.34it/s, iter=4.32e+03, step_size=0.893, tol=9.03e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2007.06it/s, iter=4.32e+03, step_size=0.893, tol=9.03e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2006.96it/s, iter=4.32e+03, step_size=0.893, tol=8.99e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2006.67it/s, iter=4.32e+03, step_size=0.893, tol=8.99e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2006.57it/s, iter=4.32e+03, step_size=0.893, tol=8.96e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2006.29it/s, iter=4.32e+03, step_size=0.893, tol=8.96e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2006.19it/s, iter=4.32e+03, step_size=0.893, tol=8.92e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.91it/s, iter=4.32e+03, step_size=0.893, tol=8.92e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.81it/s, iter=4.32e+03, step_size=0.893, tol=8.88e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.53it/s, iter=4.32e+03, step_size=0.893, tol=8.88e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.43it/s, iter=4.32e+03, step_size=0.893, tol=8.85e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.13it/s, iter=4.32e+03, step_size=0.893, tol=8.85e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2005.04it/s, iter=4.32e+03, step_size=0.893, tol=8.81e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2004.67it/s, iter=4.32e+03, step_size=0.893, tol=8.81e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2004.58it/s, iter=4.32e+03, step_size=0.893, tol=8.77e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2004.30it/s, iter=4.32e+03, step_size=0.893, tol=8.77e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2004.18it/s, iter=4.33e+03, step_size=0.893, tol=8.74e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.90it/s, iter=4.33e+03, step_size=0.893, tol=8.74e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.80it/s, iter=4.33e+03, step_size=0.893, tol=8.7e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.52it/s, iter=4.33e+03, step_size=0.893, tol=8.7e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.42it/s, iter=4.33e+03, step_size=0.893, tol=8.66e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.14it/s, iter=4.33e+03, step_size=0.893, tol=8.66e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2003.05it/s, iter=4.33e+03, step_size=0.893, tol=8.63e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2002.77it/s, iter=4.33e+03, step_size=0.893, tol=8.63e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2002.67it/s, iter=4.33e+03, step_size=0.893, tol=8.59e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2002.39it/s, iter=4.33e+03, step_size=0.893, tol=8.59e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2002.30it/s, iter=4.33e+03, step_size=0.893, tol=8.56e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2002.01it/s, iter=4.33e+03, step_size=0.893, tol=8.56e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2001.91it/s, iter=4.33e+03, step_size=0.893, tol=8.52e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2001.63it/s, iter=4.33e+03, step_size=0.893, tol=8.52e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2001.54it/s, iter=4.33e+03, step_size=0.893, tol=8.49e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2001.25it/s, iter=4.33e+03, step_size=0.893, tol=8.49e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2001.10it/s, iter=4.33e+03, step_size=0.893, tol=8.45e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2000.77it/s, iter=4.33e+03, step_size=0.893, tol=8.45e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2000.67it/s, iter=4.34e+03, step_size=0.893, tol=8.42e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2000.37it/s, iter=4.34e+03, step_size=0.893, tol=8.42e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 2000.22it/s, iter=4.34e+03, step_size=0.893, tol=8.38e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.85it/s, iter=4.34e+03, step_size=0.893, tol=8.38e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.76it/s, iter=4.34e+03, step_size=0.893, tol=8.35e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.48it/s, iter=4.34e+03, step_size=0.893, tol=8.35e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.38it/s, iter=4.34e+03, step_size=0.893, tol=8.31e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.11it/s, iter=4.34e+03, step_size=0.893, tol=8.31e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1999.01it/s, iter=4.34e+03, step_size=0.893, tol=8.28e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1998.73it/s, iter=4.34e+03, step_size=0.893, tol=8.28e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1998.64it/s, iter=4.34e+03, step_size=0.893, tol=8.24e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1998.36it/s, iter=4.34e+03, step_size=0.893, tol=8.24e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1998.27it/s, iter=4.34e+03, step_size=0.893, tol=8.21e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.99it/s, iter=4.34e+03, step_size=0.893, tol=8.21e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.89it/s, iter=4.34e+03, step_size=0.893, tol=8.17e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.61it/s, iter=4.34e+03, step_size=0.893, tol=8.17e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.52it/s, iter=4.34e+03, step_size=0.893, tol=8.14e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.17it/s, iter=4.34e+03, step_size=0.893, tol=8.14e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1997.08it/s, iter=4.34e+03, step_size=0.893, tol=8.11e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1996.79it/s, iter=4.34e+03, step_size=0.893, tol=8.11e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1996.70it/s, iter=4.34e+03, step_size=0.893, tol=8.07e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1996.42it/s, iter=4.34e+03, step_size=0.893, tol=8.07e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1996.29it/s, iter=4.35e+03, step_size=0.893, tol=8.04e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1996.02it/s, iter=4.35e+03, step_size=0.893, tol=8.04e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1995.92it/s, iter=4.35e+03, step_size=0.893, tol=8e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1995.64it/s, iter=4.35e+03, step_size=0.893, tol=8e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1995.55it/s, iter=4.35e+03, step_size=0.893, tol=7.97e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1995.27it/s, iter=4.35e+03, step_size=0.893, tol=7.97e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1995.17it/s, iter=4.35e+03, step_size=0.893, tol=7.94e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.90it/s, iter=4.35e+03, step_size=0.893, tol=7.94e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.80it/s, iter=4.35e+03, step_size=0.893, tol=7.91e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.53it/s, iter=4.35e+03, step_size=0.893, tol=7.91e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.43it/s, iter=4.35e+03, step_size=0.893, tol=7.87e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.15it/s, iter=4.35e+03, step_size=0.893, tol=7.87e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1994.06it/s, iter=4.35e+03, step_size=0.893, tol=7.84e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1993.78it/s, iter=4.35e+03, step_size=0.893, tol=7.84e-11]
PGD: 83%|########3 | 4158/5000 [00:02<00:00, 1993.68it/s, iter=4.35e+03, step_size=0.893, tol=7.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2087.59it/s, iter=4.35e+03, step_size=0.893, tol=7.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2087.23it/s, iter=4.35e+03, step_size=0.893, tol=7.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2087.13it/s, iter=4.35e+03, step_size=0.893, tol=7.77e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2086.81it/s, iter=4.35e+03, step_size=0.893, tol=7.77e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2086.71it/s, iter=4.36e+03, step_size=0.893, tol=7.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2086.42it/s, iter=4.36e+03, step_size=0.893, tol=7.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2086.32it/s, iter=4.36e+03, step_size=0.893, tol=7.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2086.03it/s, iter=4.36e+03, step_size=0.893, tol=7.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2085.93it/s, iter=4.36e+03, step_size=0.893, tol=7.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2085.64it/s, iter=4.36e+03, step_size=0.893, tol=7.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2085.54it/s, iter=4.36e+03, step_size=0.893, tol=7.65e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2085.25it/s, iter=4.36e+03, step_size=0.893, tol=7.65e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2085.15it/s, iter=4.36e+03, step_size=0.893, tol=7.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.87it/s, iter=4.36e+03, step_size=0.893, tol=7.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.77it/s, iter=4.36e+03, step_size=0.893, tol=7.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.48it/s, iter=4.36e+03, step_size=0.893, tol=7.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.38it/s, iter=4.36e+03, step_size=0.893, tol=7.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.10it/s, iter=4.36e+03, step_size=0.893, tol=7.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2084.00it/s, iter=4.36e+03, step_size=0.893, tol=7.52e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2083.71it/s, iter=4.36e+03, step_size=0.893, tol=7.52e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2083.61it/s, iter=4.36e+03, step_size=0.893, tol=7.49e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2083.28it/s, iter=4.36e+03, step_size=0.893, tol=7.49e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2083.18it/s, iter=4.36e+03, step_size=0.893, tol=7.46e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.89it/s, iter=4.36e+03, step_size=0.893, tol=7.46e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.79it/s, iter=4.36e+03, step_size=0.893, tol=7.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.51it/s, iter=4.36e+03, step_size=0.893, tol=7.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.41it/s, iter=4.37e+03, step_size=0.893, tol=7.4e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.12it/s, iter=4.37e+03, step_size=0.893, tol=7.4e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2082.03it/s, iter=4.37e+03, step_size=0.893, tol=7.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2081.74it/s, iter=4.37e+03, step_size=0.893, tol=7.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2081.64it/s, iter=4.37e+03, step_size=0.893, tol=7.33e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2081.35it/s, iter=4.37e+03, step_size=0.893, tol=7.33e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2081.26it/s, iter=4.37e+03, step_size=0.893, tol=7.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.97it/s, iter=4.37e+03, step_size=0.893, tol=7.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.87it/s, iter=4.37e+03, step_size=0.893, tol=7.27e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.58it/s, iter=4.37e+03, step_size=0.893, tol=7.27e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.48it/s, iter=4.37e+03, step_size=0.893, tol=7.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.19it/s, iter=4.37e+03, step_size=0.893, tol=7.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2080.10it/s, iter=4.37e+03, step_size=0.893, tol=7.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2079.81it/s, iter=4.37e+03, step_size=0.893, tol=7.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2079.71it/s, iter=4.37e+03, step_size=0.893, tol=7.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2079.39it/s, iter=4.37e+03, step_size=0.893, tol=7.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2079.29it/s, iter=4.37e+03, step_size=0.893, tol=7.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2079.00it/s, iter=4.37e+03, step_size=0.893, tol=7.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2078.90it/s, iter=4.38e+03, step_size=0.893, tol=7.12e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2078.62it/s, iter=4.38e+03, step_size=0.893, tol=7.12e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2078.52it/s, iter=4.38e+03, step_size=0.893, tol=7.09e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2078.23it/s, iter=4.38e+03, step_size=0.893, tol=7.09e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2078.12it/s, iter=4.38e+03, step_size=0.893, tol=7.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2077.66it/s, iter=4.38e+03, step_size=0.893, tol=7.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2077.56it/s, iter=4.38e+03, step_size=0.893, tol=7.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2077.28it/s, iter=4.38e+03, step_size=0.893, tol=7.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2077.18it/s, iter=4.38e+03, step_size=0.893, tol=7.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.89it/s, iter=4.38e+03, step_size=0.893, tol=7.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.80it/s, iter=4.38e+03, step_size=0.893, tol=6.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.51it/s, iter=4.38e+03, step_size=0.893, tol=6.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.41it/s, iter=4.38e+03, step_size=0.893, tol=6.95e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.12it/s, iter=4.38e+03, step_size=0.893, tol=6.95e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2076.02it/s, iter=4.38e+03, step_size=0.893, tol=6.92e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2075.74it/s, iter=4.38e+03, step_size=0.893, tol=6.92e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2075.64it/s, iter=4.38e+03, step_size=0.893, tol=6.89e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2075.24it/s, iter=4.38e+03, step_size=0.893, tol=6.89e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2075.14it/s, iter=4.38e+03, step_size=0.893, tol=6.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2074.85it/s, iter=4.38e+03, step_size=0.893, tol=6.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2074.75it/s, iter=4.38e+03, step_size=0.893, tol=6.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2074.46it/s, iter=4.38e+03, step_size=0.893, tol=6.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2074.37it/s, iter=4.39e+03, step_size=0.893, tol=6.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2074.06it/s, iter=4.39e+03, step_size=0.893, tol=6.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2073.96it/s, iter=4.39e+03, step_size=0.893, tol=6.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2073.66it/s, iter=4.39e+03, step_size=0.893, tol=6.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2073.56it/s, iter=4.39e+03, step_size=0.893, tol=6.75e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2073.25it/s, iter=4.39e+03, step_size=0.893, tol=6.75e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2073.15it/s, iter=4.39e+03, step_size=0.893, tol=6.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.87it/s, iter=4.39e+03, step_size=0.893, tol=6.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.77it/s, iter=4.39e+03, step_size=0.893, tol=6.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.48it/s, iter=4.39e+03, step_size=0.893, tol=6.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.39it/s, iter=4.39e+03, step_size=0.893, tol=6.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.10it/s, iter=4.39e+03, step_size=0.893, tol=6.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2072.00it/s, iter=4.39e+03, step_size=0.893, tol=6.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2071.72it/s, iter=4.39e+03, step_size=0.893, tol=6.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2071.62it/s, iter=4.39e+03, step_size=0.893, tol=6.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2071.23it/s, iter=4.39e+03, step_size=0.893, tol=6.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2071.13it/s, iter=4.39e+03, step_size=0.893, tol=6.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2070.84it/s, iter=4.39e+03, step_size=0.893, tol=6.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2070.74it/s, iter=4.4e+03, step_size=0.893, tol=6.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2070.46it/s, iter=4.4e+03, step_size=0.893, tol=6.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2070.36it/s, iter=4.4e+03, step_size=0.893, tol=6.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2070.07it/s, iter=4.4e+03, step_size=0.893, tol=6.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2069.98it/s, iter=4.4e+03, step_size=0.893, tol=6.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2069.69it/s, iter=4.4e+03, step_size=0.893, tol=6.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2069.59it/s, iter=4.4e+03, step_size=0.893, tol=6.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2069.31it/s, iter=4.4e+03, step_size=0.893, tol=6.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2069.21it/s, iter=4.4e+03, step_size=0.893, tol=6.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.93it/s, iter=4.4e+03, step_size=0.893, tol=6.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.83it/s, iter=4.4e+03, step_size=0.893, tol=6.42e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.55it/s, iter=4.4e+03, step_size=0.893, tol=6.42e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.45it/s, iter=4.4e+03, step_size=0.893, tol=6.39e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.17it/s, iter=4.4e+03, step_size=0.893, tol=6.39e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2068.07it/s, iter=4.4e+03, step_size=0.893, tol=6.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2067.79it/s, iter=4.4e+03, step_size=0.893, tol=6.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2067.69it/s, iter=4.4e+03, step_size=0.893, tol=6.34e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2067.33it/s, iter=4.4e+03, step_size=0.893, tol=6.34e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2067.23it/s, iter=4.4e+03, step_size=0.893, tol=6.31e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.95it/s, iter=4.4e+03, step_size=0.893, tol=6.31e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.85it/s, iter=4.40e+03, step_size=0.893, tol=6.29e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.57it/s, iter=4.40e+03, step_size=0.893, tol=6.29e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.47it/s, iter=4.41e+03, step_size=0.893, tol=6.26e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.19it/s, iter=4.41e+03, step_size=0.893, tol=6.26e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2066.09it/s, iter=4.41e+03, step_size=0.893, tol=6.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2065.81it/s, iter=4.41e+03, step_size=0.893, tol=6.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2065.71it/s, iter=4.41e+03, step_size=0.893, tol=6.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2065.43it/s, iter=4.41e+03, step_size=0.893, tol=6.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2065.34it/s, iter=4.41e+03, step_size=0.893, tol=6.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2065.05it/s, iter=4.41e+03, step_size=0.893, tol=6.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2064.96it/s, iter=4.41e+03, step_size=0.893, tol=6.16e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2064.68it/s, iter=4.41e+03, step_size=0.893, tol=6.16e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2064.58it/s, iter=4.41e+03, step_size=0.893, tol=6.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2064.30it/s, iter=4.41e+03, step_size=0.893, tol=6.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2064.20it/s, iter=4.41e+03, step_size=0.893, tol=6.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2063.89it/s, iter=4.41e+03, step_size=0.893, tol=6.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2063.79it/s, iter=4.41e+03, step_size=0.893, tol=6.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2063.44it/s, iter=4.41e+03, step_size=0.893, tol=6.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2063.34it/s, iter=4.41e+03, step_size=0.893, tol=6.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2063.06it/s, iter=4.41e+03, step_size=0.893, tol=6.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2062.96it/s, iter=4.42e+03, step_size=0.893, tol=6.03e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2062.68it/s, iter=4.42e+03, step_size=0.893, tol=6.03e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2062.58it/s, iter=4.42e+03, step_size=0.893, tol=6.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2062.30it/s, iter=4.42e+03, step_size=0.893, tol=6.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2062.15it/s, iter=4.42e+03, step_size=0.893, tol=5.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2061.68it/s, iter=4.42e+03, step_size=0.893, tol=5.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2061.55it/s, iter=4.42e+03, step_size=0.893, tol=5.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2061.16it/s, iter=4.42e+03, step_size=0.893, tol=5.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2061.06it/s, iter=4.42e+03, step_size=0.893, tol=5.93e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2060.76it/s, iter=4.42e+03, step_size=0.893, tol=5.93e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2060.65it/s, iter=4.42e+03, step_size=0.893, tol=5.91e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2060.36it/s, iter=4.42e+03, step_size=0.893, tol=5.91e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2060.26it/s, iter=4.42e+03, step_size=0.893, tol=5.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2059.91it/s, iter=4.42e+03, step_size=0.893, tol=5.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2059.72it/s, iter=4.42e+03, step_size=0.893, tol=5.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2059.41it/s, iter=4.42e+03, step_size=0.893, tol=5.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2059.31it/s, iter=4.42e+03, step_size=0.893, tol=5.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2059.01it/s, iter=4.42e+03, step_size=0.893, tol=5.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2058.91it/s, iter=4.42e+03, step_size=0.893, tol=5.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2058.61it/s, iter=4.42e+03, step_size=0.893, tol=5.81e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2058.51it/s, iter=4.42e+03, step_size=0.893, tol=5.79e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2058.22it/s, iter=4.42e+03, step_size=0.893, tol=5.79e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2058.12it/s, iter=4.43e+03, step_size=0.893, tol=5.76e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2057.82it/s, iter=4.43e+03, step_size=0.893, tol=5.76e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2057.72it/s, iter=4.43e+03, step_size=0.893, tol=5.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2057.35it/s, iter=4.43e+03, step_size=0.893, tol=5.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2057.22it/s, iter=4.43e+03, step_size=0.893, tol=5.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2056.75it/s, iter=4.43e+03, step_size=0.893, tol=5.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2056.58it/s, iter=4.43e+03, step_size=0.893, tol=5.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2056.09it/s, iter=4.43e+03, step_size=0.893, tol=5.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2055.93it/s, iter=4.43e+03, step_size=0.893, tol=5.67e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2055.42it/s, iter=4.43e+03, step_size=0.893, tol=5.67e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2055.26it/s, iter=4.43e+03, step_size=0.893, tol=5.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2054.71it/s, iter=4.43e+03, step_size=0.893, tol=5.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2054.55it/s, iter=4.43e+03, step_size=0.893, tol=5.62e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2054.07it/s, iter=4.43e+03, step_size=0.893, tol=5.62e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2053.91it/s, iter=4.43e+03, step_size=0.893, tol=5.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2053.56it/s, iter=4.43e+03, step_size=0.893, tol=5.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2053.44it/s, iter=4.43e+03, step_size=0.893, tol=5.57e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2052.93it/s, iter=4.43e+03, step_size=0.893, tol=5.57e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2052.72it/s, iter=4.44e+03, step_size=0.893, tol=5.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2052.41it/s, iter=4.44e+03, step_size=0.893, tol=5.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2052.31it/s, iter=4.44e+03, step_size=0.893, tol=5.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2051.93it/s, iter=4.44e+03, step_size=0.893, tol=5.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2051.82it/s, iter=4.44e+03, step_size=0.893, tol=5.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2051.51it/s, iter=4.44e+03, step_size=0.893, tol=5.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2051.40it/s, iter=4.44e+03, step_size=0.893, tol=5.48e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2051.10it/s, iter=4.44e+03, step_size=0.893, tol=5.48e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2050.99it/s, iter=4.44e+03, step_size=0.893, tol=5.46e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2050.65it/s, iter=4.44e+03, step_size=0.893, tol=5.46e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2050.54it/s, iter=4.44e+03, step_size=0.893, tol=5.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2050.23it/s, iter=4.44e+03, step_size=0.893, tol=5.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2050.14it/s, iter=4.44e+03, step_size=0.893, tol=5.41e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2049.85it/s, iter=4.44e+03, step_size=0.893, tol=5.41e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2049.76it/s, iter=4.44e+03, step_size=0.893, tol=5.39e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2049.47it/s, iter=4.44e+03, step_size=0.893, tol=5.39e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2049.38it/s, iter=4.44e+03, step_size=0.893, tol=5.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2049.09it/s, iter=4.44e+03, step_size=0.893, tol=5.37e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2048.98it/s, iter=4.44e+03, step_size=0.893, tol=5.35e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2048.51it/s, iter=4.44e+03, step_size=0.893, tol=5.35e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2048.35it/s, iter=4.44e+03, step_size=0.893, tol=5.32e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2047.75it/s, iter=4.44e+03, step_size=0.893, tol=5.32e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2047.63it/s, iter=4.45e+03, step_size=0.893, tol=5.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2047.30it/s, iter=4.45e+03, step_size=0.893, tol=5.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2047.16it/s, iter=4.45e+03, step_size=0.893, tol=5.28e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2046.59it/s, iter=4.45e+03, step_size=0.893, tol=5.28e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2046.44it/s, iter=4.45e+03, step_size=0.893, tol=5.26e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2045.87it/s, iter=4.45e+03, step_size=0.893, tol=5.26e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2045.72it/s, iter=4.45e+03, step_size=0.893, tol=5.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2045.24it/s, iter=4.45e+03, step_size=0.893, tol=5.24e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2045.09it/s, iter=4.45e+03, step_size=0.893, tol=5.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2044.62it/s, iter=4.45e+03, step_size=0.893, tol=5.21e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2044.46it/s, iter=4.45e+03, step_size=0.893, tol=5.19e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2043.98it/s, iter=4.45e+03, step_size=0.893, tol=5.19e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2043.83it/s, iter=4.45e+03, step_size=0.893, tol=5.17e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2043.37it/s, iter=4.45e+03, step_size=0.893, tol=5.17e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2043.24it/s, iter=4.45e+03, step_size=0.893, tol=5.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2042.87it/s, iter=4.45e+03, step_size=0.893, tol=5.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2042.74it/s, iter=4.45e+03, step_size=0.893, tol=5.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2041.42it/s, iter=4.45e+03, step_size=0.893, tol=5.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2041.17it/s, iter=4.46e+03, step_size=0.893, tol=5.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2040.71it/s, iter=4.46e+03, step_size=0.893, tol=5.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2040.60it/s, iter=4.46e+03, step_size=0.893, tol=5.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2040.20it/s, iter=4.46e+03, step_size=0.893, tol=5.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2040.09it/s, iter=4.46e+03, step_size=0.893, tol=5.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2039.76it/s, iter=4.46e+03, step_size=0.893, tol=5.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2039.65it/s, iter=4.46e+03, step_size=0.893, tol=5.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2039.33it/s, iter=4.46e+03, step_size=0.893, tol=5.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2039.21it/s, iter=4.46e+03, step_size=0.893, tol=5.02e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2038.74it/s, iter=4.46e+03, step_size=0.893, tol=5.02e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2038.57it/s, iter=4.46e+03, step_size=0.893, tol=5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2038.02it/s, iter=4.46e+03, step_size=0.893, tol=5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2037.83it/s, iter=4.46e+03, step_size=0.893, tol=4.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2037.24it/s, iter=4.46e+03, step_size=0.893, tol=4.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2037.05it/s, iter=4.46e+03, step_size=0.893, tol=4.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2036.39it/s, iter=4.46e+03, step_size=0.893, tol=4.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2036.21it/s, iter=4.46e+03, step_size=0.893, tol=4.94e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2035.64it/s, iter=4.46e+03, step_size=0.893, tol=4.94e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2035.47it/s, iter=4.46e+03, step_size=0.893, tol=4.92e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2034.94it/s, iter=4.46e+03, step_size=0.893, tol=4.92e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2034.77it/s, iter=4.46e+03, step_size=0.893, tol=4.9e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2034.23it/s, iter=4.46e+03, step_size=0.893, tol=4.9e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2034.06it/s, iter=4.47e+03, step_size=0.893, tol=4.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2033.53it/s, iter=4.47e+03, step_size=0.893, tol=4.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2033.36it/s, iter=4.47e+03, step_size=0.893, tol=4.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2032.77it/s, iter=4.47e+03, step_size=0.893, tol=4.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2032.59it/s, iter=4.47e+03, step_size=0.893, tol=4.84e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2032.06it/s, iter=4.47e+03, step_size=0.893, tol=4.84e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2031.88it/s, iter=4.47e+03, step_size=0.893, tol=4.82e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2031.27it/s, iter=4.47e+03, step_size=0.893, tol=4.82e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2031.06it/s, iter=4.47e+03, step_size=0.893, tol=4.8e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2030.50it/s, iter=4.47e+03, step_size=0.893, tol=4.8e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2030.32it/s, iter=4.47e+03, step_size=0.893, tol=4.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2029.70it/s, iter=4.47e+03, step_size=0.893, tol=4.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2029.40it/s, iter=4.47e+03, step_size=0.893, tol=4.76e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2028.69it/s, iter=4.47e+03, step_size=0.893, tol=4.76e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2028.53it/s, iter=4.47e+03, step_size=0.893, tol=4.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2027.93it/s, iter=4.47e+03, step_size=0.893, tol=4.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2027.75it/s, iter=4.47e+03, step_size=0.893, tol=4.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2027.39it/s, iter=4.47e+03, step_size=0.893, tol=4.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2027.30it/s, iter=4.48e+03, step_size=0.893, tol=4.7e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2027.00it/s, iter=4.48e+03, step_size=0.893, tol=4.7e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2026.89it/s, iter=4.48e+03, step_size=0.893, tol=4.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2026.60it/s, iter=4.48e+03, step_size=0.893, tol=4.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2026.50it/s, iter=4.48e+03, step_size=0.893, tol=4.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2026.19it/s, iter=4.48e+03, step_size=0.893, tol=4.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2026.09it/s, iter=4.48e+03, step_size=0.893, tol=4.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2025.82it/s, iter=4.48e+03, step_size=0.893, tol=4.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2025.72it/s, iter=4.48e+03, step_size=0.893, tol=4.62e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2025.45it/s, iter=4.48e+03, step_size=0.893, tol=4.62e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2025.36it/s, iter=4.48e+03, step_size=0.893, tol=4.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.99it/s, iter=4.48e+03, step_size=0.893, tol=4.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.90it/s, iter=4.48e+03, step_size=0.893, tol=4.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.62it/s, iter=4.48e+03, step_size=0.893, tol=4.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.53it/s, iter=4.48e+03, step_size=0.893, tol=4.56e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.25it/s, iter=4.48e+03, step_size=0.893, tol=4.56e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2024.16it/s, iter=4.48e+03, step_size=0.893, tol=4.54e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.88it/s, iter=4.48e+03, step_size=0.893, tol=4.54e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.79it/s, iter=4.48e+03, step_size=0.893, tol=4.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.51it/s, iter=4.48e+03, step_size=0.893, tol=4.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.41it/s, iter=4.48e+03, step_size=0.893, tol=4.51e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.14it/s, iter=4.48e+03, step_size=0.893, tol=4.51e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2023.04it/s, iter=4.49e+03, step_size=0.893, tol=4.49e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2022.72it/s, iter=4.49e+03, step_size=0.893, tol=4.49e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2022.63it/s, iter=4.49e+03, step_size=0.893, tol=4.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2022.15it/s, iter=4.49e+03, step_size=0.893, tol=4.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2021.96it/s, iter=4.49e+03, step_size=0.893, tol=4.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2021.35it/s, iter=4.49e+03, step_size=0.893, tol=4.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2021.18it/s, iter=4.49e+03, step_size=0.893, tol=4.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2020.69it/s, iter=4.49e+03, step_size=0.893, tol=4.43e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2020.53it/s, iter=4.49e+03, step_size=0.893, tol=4.41e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2020.01it/s, iter=4.49e+03, step_size=0.893, tol=4.41e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2019.85it/s, iter=4.49e+03, step_size=0.893, tol=4.4e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2019.33it/s, iter=4.49e+03, step_size=0.893, tol=4.4e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2019.17it/s, iter=4.49e+03, step_size=0.893, tol=4.38e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2018.69it/s, iter=4.49e+03, step_size=0.893, tol=4.38e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2018.53it/s, iter=4.49e+03, step_size=0.893, tol=4.36e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2018.04it/s, iter=4.49e+03, step_size=0.893, tol=4.36e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2017.88it/s, iter=4.49e+03, step_size=0.893, tol=4.34e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2017.30it/s, iter=4.49e+03, step_size=0.893, tol=4.34e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2017.14it/s, iter=4.5e+03, step_size=0.893, tol=4.32e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2016.66it/s, iter=4.5e+03, step_size=0.893, tol=4.32e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2016.50it/s, iter=4.5e+03, step_size=0.893, tol=4.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2016.00it/s, iter=4.5e+03, step_size=0.893, tol=4.3e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2015.84it/s, iter=4.5e+03, step_size=0.893, tol=4.29e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2015.35it/s, iter=4.5e+03, step_size=0.893, tol=4.29e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2015.19it/s, iter=4.5e+03, step_size=0.893, tol=4.27e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2014.70it/s, iter=4.5e+03, step_size=0.893, tol=4.27e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2014.55it/s, iter=4.5e+03, step_size=0.893, tol=4.25e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2014.00it/s, iter=4.5e+03, step_size=0.893, tol=4.25e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2013.77it/s, iter=4.5e+03, step_size=0.893, tol=4.23e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2013.13it/s, iter=4.5e+03, step_size=0.893, tol=4.23e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2012.95it/s, iter=4.5e+03, step_size=0.893, tol=4.22e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2012.42it/s, iter=4.5e+03, step_size=0.893, tol=4.22e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2012.26it/s, iter=4.5e+03, step_size=0.893, tol=4.2e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2011.69it/s, iter=4.5e+03, step_size=0.893, tol=4.2e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2011.57it/s, iter=4.5e+03, step_size=0.893, tol=4.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2011.28it/s, iter=4.5e+03, step_size=0.893, tol=4.18e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2011.19it/s, iter=4.5e+03, step_size=0.893, tol=4.16e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2010.92it/s, iter=4.5e+03, step_size=0.893, tol=4.16e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2010.82it/s, iter=4.50e+03, step_size=0.893, tol=4.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2010.53it/s, iter=4.50e+03, step_size=0.893, tol=4.15e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2010.44it/s, iter=4.51e+03, step_size=0.893, tol=4.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2010.08it/s, iter=4.51e+03, step_size=0.893, tol=4.13e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2009.99it/s, iter=4.51e+03, step_size=0.893, tol=4.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2009.72it/s, iter=4.51e+03, step_size=0.893, tol=4.11e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2009.63it/s, iter=4.51e+03, step_size=0.893, tol=4.1e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2009.36it/s, iter=4.51e+03, step_size=0.893, tol=4.1e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2009.27it/s, iter=4.51e+03, step_size=0.893, tol=4.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.99it/s, iter=4.51e+03, step_size=0.893, tol=4.08e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.90it/s, iter=4.51e+03, step_size=0.893, tol=4.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.60it/s, iter=4.51e+03, step_size=0.893, tol=4.06e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.51it/s, iter=4.51e+03, step_size=0.893, tol=4.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.25it/s, iter=4.51e+03, step_size=0.893, tol=4.04e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2008.15it/s, iter=4.51e+03, step_size=0.893, tol=4.03e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.88it/s, iter=4.51e+03, step_size=0.893, tol=4.03e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.79it/s, iter=4.51e+03, step_size=0.893, tol=4.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.52it/s, iter=4.51e+03, step_size=0.893, tol=4.01e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.43it/s, iter=4.51e+03, step_size=0.893, tol=3.99e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.16it/s, iter=4.51e+03, step_size=0.893, tol=3.99e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2007.07it/s, iter=4.52e+03, step_size=0.893, tol=3.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2006.80it/s, iter=4.52e+03, step_size=0.893, tol=3.98e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2006.71it/s, iter=4.52e+03, step_size=0.893, tol=3.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2006.36it/s, iter=4.52e+03, step_size=0.893, tol=3.96e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2006.27it/s, iter=4.52e+03, step_size=0.893, tol=3.94e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2006.00it/s, iter=4.52e+03, step_size=0.893, tol=3.94e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2005.91it/s, iter=4.52e+03, step_size=0.893, tol=3.93e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2005.64it/s, iter=4.52e+03, step_size=0.893, tol=3.93e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2005.55it/s, iter=4.52e+03, step_size=0.893, tol=3.91e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2005.27it/s, iter=4.52e+03, step_size=0.893, tol=3.91e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2005.18it/s, iter=4.52e+03, step_size=0.893, tol=3.9e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.92it/s, iter=4.52e+03, step_size=0.893, tol=3.9e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.82it/s, iter=4.52e+03, step_size=0.893, tol=3.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.55it/s, iter=4.52e+03, step_size=0.893, tol=3.88e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.46it/s, iter=4.52e+03, step_size=0.893, tol=3.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.19it/s, iter=4.52e+03, step_size=0.893, tol=3.86e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2004.10it/s, iter=4.52e+03, step_size=0.893, tol=3.85e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2003.83it/s, iter=4.52e+03, step_size=0.893, tol=3.85e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2003.74it/s, iter=4.52e+03, step_size=0.893, tol=3.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2003.45it/s, iter=4.52e+03, step_size=0.893, tol=3.83e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2003.35it/s, iter=4.52e+03, step_size=0.893, tol=3.82e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2003.07it/s, iter=4.52e+03, step_size=0.893, tol=3.82e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2002.98it/s, iter=4.53e+03, step_size=0.893, tol=3.8e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2002.62it/s, iter=4.53e+03, step_size=0.893, tol=3.8e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2002.53it/s, iter=4.53e+03, step_size=0.893, tol=3.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2002.24it/s, iter=4.53e+03, step_size=0.893, tol=3.78e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2002.15it/s, iter=4.53e+03, step_size=0.893, tol=3.77e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2001.87it/s, iter=4.53e+03, step_size=0.893, tol=3.77e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2001.77it/s, iter=4.53e+03, step_size=0.893, tol=3.75e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2001.49it/s, iter=4.53e+03, step_size=0.893, tol=3.75e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2001.38it/s, iter=4.53e+03, step_size=0.893, tol=3.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2001.01it/s, iter=4.53e+03, step_size=0.893, tol=3.74e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2000.91it/s, iter=4.53e+03, step_size=0.893, tol=3.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2000.63it/s, iter=4.53e+03, step_size=0.893, tol=3.72e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2000.53it/s, iter=4.53e+03, step_size=0.893, tol=3.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2000.21it/s, iter=4.53e+03, step_size=0.893, tol=3.71e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 2000.11it/s, iter=4.53e+03, step_size=0.893, tol=3.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1999.83it/s, iter=4.53e+03, step_size=0.893, tol=3.69e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1999.74it/s, iter=4.53e+03, step_size=0.893, tol=3.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1999.45it/s, iter=4.53e+03, step_size=0.893, tol=3.68e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1999.35it/s, iter=4.54e+03, step_size=0.893, tol=3.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1999.00it/s, iter=4.54e+03, step_size=0.893, tol=3.66e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1998.91it/s, iter=4.54e+03, step_size=0.893, tol=3.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1998.63it/s, iter=4.54e+03, step_size=0.893, tol=3.64e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1998.53it/s, iter=4.54e+03, step_size=0.893, tol=3.63e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1998.18it/s, iter=4.54e+03, step_size=0.893, tol=3.63e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1998.07it/s, iter=4.54e+03, step_size=0.893, tol=3.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1997.77it/s, iter=4.54e+03, step_size=0.893, tol=3.61e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1997.68it/s, iter=4.54e+03, step_size=0.893, tol=3.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1997.40it/s, iter=4.54e+03, step_size=0.893, tol=3.6e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1997.24it/s, iter=4.54e+03, step_size=0.893, tol=3.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.90it/s, iter=4.54e+03, step_size=0.893, tol=3.58e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.80it/s, iter=4.54e+03, step_size=0.893, tol=3.57e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.52it/s, iter=4.54e+03, step_size=0.893, tol=3.57e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.43it/s, iter=4.54e+03, step_size=0.893, tol=3.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.15it/s, iter=4.54e+03, step_size=0.893, tol=3.55e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1996.05it/s, iter=4.54e+03, step_size=0.893, tol=3.54e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1995.77it/s, iter=4.54e+03, step_size=0.893, tol=3.54e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1995.68it/s, iter=4.54e+03, step_size=0.893, tol=3.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1995.12it/s, iter=4.54e+03, step_size=0.893, tol=3.53e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1994.90it/s, iter=4.54e+03, step_size=0.893, tol=3.51e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1994.29it/s, iter=4.54e+03, step_size=0.893, tol=3.51e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1994.08it/s, iter=4.55e+03, step_size=0.893, tol=3.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1993.74it/s, iter=4.55e+03, step_size=0.893, tol=3.5e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1993.59it/s, iter=4.55e+03, step_size=0.893, tol=3.48e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1993.25it/s, iter=4.55e+03, step_size=0.893, tol=3.48e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1993.15it/s, iter=4.55e+03, step_size=0.893, tol=3.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1992.86it/s, iter=4.55e+03, step_size=0.893, tol=3.47e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1992.76it/s, iter=4.55e+03, step_size=0.893, tol=3.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1992.46it/s, iter=4.55e+03, step_size=0.893, tol=3.45e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1992.36it/s, iter=4.55e+03, step_size=0.893, tol=3.44e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1992.07it/s, iter=4.55e+03, step_size=0.893, tol=3.44e-11]
PGD: 87%|########7 | 4354/5000 [00:02<00:00, 1991.97it/s, iter=4.55e+03, step_size=0.893, tol=3.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2082.42it/s, iter=4.55e+03, step_size=0.893, tol=3.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2082.11it/s, iter=4.55e+03, step_size=0.893, tol=3.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2082.01it/s, iter=4.55e+03, step_size=0.893, tol=3.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2081.54it/s, iter=4.55e+03, step_size=0.893, tol=3.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2081.44it/s, iter=4.55e+03, step_size=0.893, tol=3.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2081.12it/s, iter=4.55e+03, step_size=0.893, tol=3.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2081.02it/s, iter=4.55e+03, step_size=0.893, tol=3.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2080.71it/s, iter=4.55e+03, step_size=0.893, tol=3.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2080.61it/s, iter=4.56e+03, step_size=0.893, tol=3.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2080.31it/s, iter=4.56e+03, step_size=0.893, tol=3.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2080.21it/s, iter=4.56e+03, step_size=0.893, tol=3.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.89it/s, iter=4.56e+03, step_size=0.893, tol=3.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.80it/s, iter=4.56e+03, step_size=0.893, tol=3.34e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.52it/s, iter=4.56e+03, step_size=0.893, tol=3.34e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.42it/s, iter=4.56e+03, step_size=0.893, tol=3.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.14it/s, iter=4.56e+03, step_size=0.893, tol=3.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2079.04it/s, iter=4.56e+03, step_size=0.893, tol=3.31e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2078.76it/s, iter=4.56e+03, step_size=0.893, tol=3.31e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2078.61it/s, iter=4.56e+03, step_size=0.893, tol=3.3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2078.33it/s, iter=4.56e+03, step_size=0.893, tol=3.3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2078.23it/s, iter=4.56e+03, step_size=0.893, tol=3.28e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.95it/s, iter=4.56e+03, step_size=0.893, tol=3.28e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.86it/s, iter=4.56e+03, step_size=0.893, tol=3.27e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.58it/s, iter=4.56e+03, step_size=0.893, tol=3.27e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.48it/s, iter=4.56e+03, step_size=0.893, tol=3.26e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.21it/s, iter=4.56e+03, step_size=0.893, tol=3.26e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2077.11it/s, iter=4.56e+03, step_size=0.893, tol=3.24e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2076.83it/s, iter=4.56e+03, step_size=0.893, tol=3.24e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2076.74it/s, iter=4.56e+03, step_size=0.893, tol=3.23e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2076.46it/s, iter=4.56e+03, step_size=0.893, tol=3.23e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2076.36it/s, iter=4.57e+03, step_size=0.893, tol=3.22e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2076.08it/s, iter=4.57e+03, step_size=0.893, tol=3.22e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2075.99it/s, iter=4.57e+03, step_size=0.893, tol=3.2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2075.71it/s, iter=4.57e+03, step_size=0.893, tol=3.2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2075.62it/s, iter=4.57e+03, step_size=0.893, tol=3.19e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2075.34it/s, iter=4.57e+03, step_size=0.893, tol=3.19e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2075.25it/s, iter=4.57e+03, step_size=0.893, tol=3.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.96it/s, iter=4.57e+03, step_size=0.893, tol=3.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.81it/s, iter=4.57e+03, step_size=0.893, tol=3.16e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.53it/s, iter=4.57e+03, step_size=0.893, tol=3.16e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.43it/s, iter=4.57e+03, step_size=0.893, tol=3.15e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.16it/s, iter=4.57e+03, step_size=0.893, tol=3.15e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2074.07it/s, iter=4.57e+03, step_size=0.893, tol=3.14e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2073.79it/s, iter=4.57e+03, step_size=0.893, tol=3.14e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2073.70it/s, iter=4.57e+03, step_size=0.893, tol=3.12e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2073.17it/s, iter=4.57e+03, step_size=0.893, tol=3.12e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2073.05it/s, iter=4.57e+03, step_size=0.893, tol=3.11e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2072.43it/s, iter=4.57e+03, step_size=0.893, tol=3.11e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2072.33it/s, iter=4.58e+03, step_size=0.893, tol=3.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.96it/s, iter=4.58e+03, step_size=0.893, tol=3.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.87it/s, iter=4.58e+03, step_size=0.893, tol=3.09e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.59it/s, iter=4.58e+03, step_size=0.893, tol=3.09e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.50it/s, iter=4.58e+03, step_size=0.893, tol=3.07e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.20it/s, iter=4.58e+03, step_size=0.893, tol=3.07e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2071.03it/s, iter=4.58e+03, step_size=0.893, tol=3.06e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2070.75it/s, iter=4.58e+03, step_size=0.893, tol=3.06e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2070.65it/s, iter=4.58e+03, step_size=0.893, tol=3.05e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2070.38it/s, iter=4.58e+03, step_size=0.893, tol=3.05e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2070.29it/s, iter=4.58e+03, step_size=0.893, tol=3.03e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2070.01it/s, iter=4.58e+03, step_size=0.893, tol=3.03e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2069.92it/s, iter=4.58e+03, step_size=0.893, tol=3.02e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2069.64it/s, iter=4.58e+03, step_size=0.893, tol=3.02e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2069.54it/s, iter=4.58e+03, step_size=0.893, tol=3.01e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2069.24it/s, iter=4.58e+03, step_size=0.893, tol=3.01e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2069.15it/s, iter=4.58e+03, step_size=0.893, tol=3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2068.82it/s, iter=4.58e+03, step_size=0.893, tol=3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2068.72it/s, iter=4.58e+03, step_size=0.893, tol=2.98e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2068.20it/s, iter=4.58e+03, step_size=0.893, tol=2.98e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2068.02it/s, iter=4.58e+03, step_size=0.893, tol=2.97e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2067.35it/s, iter=4.58e+03, step_size=0.893, tol=2.97e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2067.14it/s, iter=4.59e+03, step_size=0.893, tol=2.96e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2066.56it/s, iter=4.59e+03, step_size=0.893, tol=2.96e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2066.40it/s, iter=4.59e+03, step_size=0.893, tol=2.95e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.92it/s, iter=4.59e+03, step_size=0.893, tol=2.95e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.82it/s, iter=4.59e+03, step_size=0.893, tol=2.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.54it/s, iter=4.59e+03, step_size=0.893, tol=2.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.44it/s, iter=4.59e+03, step_size=0.893, tol=2.92e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.16it/s, iter=4.59e+03, step_size=0.893, tol=2.92e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2065.06it/s, iter=4.59e+03, step_size=0.893, tol=2.91e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2064.79it/s, iter=4.59e+03, step_size=0.893, tol=2.91e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2064.70it/s, iter=4.59e+03, step_size=0.893, tol=2.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2064.42it/s, iter=4.59e+03, step_size=0.893, tol=2.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2064.33it/s, iter=4.59e+03, step_size=0.893, tol=2.89e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2064.06it/s, iter=4.59e+03, step_size=0.893, tol=2.89e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2063.97it/s, iter=4.59e+03, step_size=0.893, tol=2.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2063.70it/s, iter=4.59e+03, step_size=0.893, tol=2.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2063.55it/s, iter=4.59e+03, step_size=0.893, tol=2.86e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2063.27it/s, iter=4.59e+03, step_size=0.893, tol=2.86e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2063.18it/s, iter=4.6e+03, step_size=0.893, tol=2.85e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.87it/s, iter=4.6e+03, step_size=0.893, tol=2.85e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.78it/s, iter=4.6e+03, step_size=0.893, tol=2.84e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.51it/s, iter=4.6e+03, step_size=0.893, tol=2.84e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.41it/s, iter=4.6e+03, step_size=0.893, tol=2.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.14it/s, iter=4.6e+03, step_size=0.893, tol=2.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2062.05it/s, iter=4.6e+03, step_size=0.893, tol=2.82e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2061.71it/s, iter=4.6e+03, step_size=0.893, tol=2.82e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2061.62it/s, iter=4.6e+03, step_size=0.893, tol=2.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2061.35it/s, iter=4.6e+03, step_size=0.893, tol=2.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2061.25it/s, iter=4.6e+03, step_size=0.893, tol=2.79e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.99it/s, iter=4.6e+03, step_size=0.893, tol=2.79e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.89it/s, iter=4.6e+03, step_size=0.893, tol=2.78e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.63it/s, iter=4.6e+03, step_size=0.893, tol=2.78e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.53it/s, iter=4.6e+03, step_size=0.893, tol=2.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.26it/s, iter=4.6e+03, step_size=0.893, tol=2.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2060.17it/s, iter=4.6e+03, step_size=0.893, tol=2.76e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.85it/s, iter=4.6e+03, step_size=0.893, tol=2.76e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.74it/s, iter=4.6e+03, step_size=0.893, tol=2.75e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.47it/s, iter=4.6e+03, step_size=0.893, tol=2.75e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.38it/s, iter=4.60e+03, step_size=0.893, tol=2.73e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.12it/s, iter=4.60e+03, step_size=0.893, tol=2.73e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2059.02it/s, iter=4.61e+03, step_size=0.893, tol=2.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2058.75it/s, iter=4.61e+03, step_size=0.893, tol=2.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2058.66it/s, iter=4.61e+03, step_size=0.893, tol=2.71e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2058.39it/s, iter=4.61e+03, step_size=0.893, tol=2.71e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2058.30it/s, iter=4.61e+03, step_size=0.893, tol=2.7e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2058.02it/s, iter=4.61e+03, step_size=0.893, tol=2.7e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2057.90it/s, iter=4.61e+03, step_size=0.893, tol=2.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2057.16it/s, iter=4.61e+03, step_size=0.893, tol=2.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2056.95it/s, iter=4.61e+03, step_size=0.893, tol=2.68e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2056.58it/s, iter=4.61e+03, step_size=0.893, tol=2.68e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2056.49it/s, iter=4.61e+03, step_size=0.893, tol=2.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2056.22it/s, iter=4.61e+03, step_size=0.893, tol=2.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2056.03it/s, iter=4.61e+03, step_size=0.893, tol=2.66e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2055.76it/s, iter=4.61e+03, step_size=0.893, tol=2.66e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2055.67it/s, iter=4.61e+03, step_size=0.893, tol=2.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2055.40it/s, iter=4.61e+03, step_size=0.893, tol=2.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2055.31it/s, iter=4.61e+03, step_size=0.893, tol=2.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2055.04it/s, iter=4.61e+03, step_size=0.893, tol=2.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2054.94it/s, iter=4.62e+03, step_size=0.893, tol=2.62e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2054.68it/s, iter=4.62e+03, step_size=0.893, tol=2.62e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2054.58it/s, iter=4.62e+03, step_size=0.893, tol=2.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2054.31it/s, iter=4.62e+03, step_size=0.893, tol=2.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2054.22it/s, iter=4.62e+03, step_size=0.893, tol=2.6e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.96it/s, iter=4.62e+03, step_size=0.893, tol=2.6e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.86it/s, iter=4.62e+03, step_size=0.893, tol=2.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.60it/s, iter=4.62e+03, step_size=0.893, tol=2.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.51it/s, iter=4.62e+03, step_size=0.893, tol=2.58e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.24it/s, iter=4.62e+03, step_size=0.893, tol=2.58e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2053.15it/s, iter=4.62e+03, step_size=0.893, tol=2.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.88it/s, iter=4.62e+03, step_size=0.893, tol=2.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.79it/s, iter=4.62e+03, step_size=0.893, tol=2.56e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.52it/s, iter=4.62e+03, step_size=0.893, tol=2.56e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.37it/s, iter=4.62e+03, step_size=0.893, tol=2.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.10it/s, iter=4.62e+03, step_size=0.893, tol=2.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2052.00it/s, iter=4.62e+03, step_size=0.893, tol=2.54e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2051.74it/s, iter=4.62e+03, step_size=0.893, tol=2.54e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2051.65it/s, iter=4.62e+03, step_size=0.893, tol=2.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2051.38it/s, iter=4.62e+03, step_size=0.893, tol=2.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2051.29it/s, iter=4.62e+03, step_size=0.893, tol=2.52e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2051.02it/s, iter=4.62e+03, step_size=0.893, tol=2.52e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2050.93it/s, iter=4.63e+03, step_size=0.893, tol=2.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2050.66it/s, iter=4.63e+03, step_size=0.893, tol=2.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2050.57it/s, iter=4.63e+03, step_size=0.893, tol=2.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2050.30it/s, iter=4.63e+03, step_size=0.893, tol=2.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2050.21it/s, iter=4.63e+03, step_size=0.893, tol=2.49e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.95it/s, iter=4.63e+03, step_size=0.893, tol=2.49e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.85it/s, iter=4.63e+03, step_size=0.893, tol=2.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.59it/s, iter=4.63e+03, step_size=0.893, tol=2.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.50it/s, iter=4.63e+03, step_size=0.893, tol=2.46e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.23it/s, iter=4.63e+03, step_size=0.893, tol=2.46e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2049.14it/s, iter=4.63e+03, step_size=0.893, tol=2.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2048.87it/s, iter=4.63e+03, step_size=0.893, tol=2.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2048.77it/s, iter=4.63e+03, step_size=0.893, tol=2.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2048.41it/s, iter=4.63e+03, step_size=0.893, tol=2.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2048.21it/s, iter=4.63e+03, step_size=0.893, tol=2.43e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2047.68it/s, iter=4.63e+03, step_size=0.893, tol=2.43e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2047.50it/s, iter=4.63e+03, step_size=0.893, tol=2.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2046.97it/s, iter=4.63e+03, step_size=0.893, tol=2.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2046.80it/s, iter=4.64e+03, step_size=0.893, tol=2.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2046.30it/s, iter=4.64e+03, step_size=0.893, tol=2.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2046.14it/s, iter=4.64e+03, step_size=0.893, tol=2.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2045.74it/s, iter=4.64e+03, step_size=0.893, tol=2.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2045.64it/s, iter=4.64e+03, step_size=0.893, tol=2.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2045.35it/s, iter=4.64e+03, step_size=0.893, tol=2.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2045.25it/s, iter=4.64e+03, step_size=0.893, tol=2.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.92it/s, iter=4.64e+03, step_size=0.893, tol=2.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.83it/s, iter=4.64e+03, step_size=0.893, tol=2.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.56it/s, iter=4.64e+03, step_size=0.893, tol=2.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.47it/s, iter=4.64e+03, step_size=0.893, tol=2.36e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.21it/s, iter=4.64e+03, step_size=0.893, tol=2.36e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2044.10it/s, iter=4.64e+03, step_size=0.893, tol=2.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2043.72it/s, iter=4.64e+03, step_size=0.893, tol=2.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2043.52it/s, iter=4.64e+03, step_size=0.893, tol=2.34e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2043.17it/s, iter=4.64e+03, step_size=0.893, tol=2.34e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2043.07it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2042.77it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2042.68it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2042.10it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2041.91it/s, iter=4.64e+03, step_size=0.893, tol=2.32e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2041.47it/s, iter=4.64e+03, step_size=0.893, tol=2.32e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2041.28it/s, iter=4.65e+03, step_size=0.893, tol=2.31e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.92it/s, iter=4.65e+03, step_size=0.893, tol=2.31e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.82it/s, iter=4.65e+03, step_size=0.893, tol=2.3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.55it/s, iter=4.65e+03, step_size=0.893, tol=2.3e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.46it/s, iter=4.65e+03, step_size=0.893, tol=2.29e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.19it/s, iter=4.65e+03, step_size=0.893, tol=2.29e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2040.10it/s, iter=4.65e+03, step_size=0.893, tol=2.28e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.83it/s, iter=4.65e+03, step_size=0.893, tol=2.28e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.74it/s, iter=4.65e+03, step_size=0.893, tol=2.27e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.48it/s, iter=4.65e+03, step_size=0.893, tol=2.27e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.39it/s, iter=4.65e+03, step_size=0.893, tol=2.26e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.13it/s, iter=4.65e+03, step_size=0.893, tol=2.26e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2039.04it/s, iter=4.65e+03, step_size=0.893, tol=2.25e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2038.77it/s, iter=4.65e+03, step_size=0.893, tol=2.25e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2038.68it/s, iter=4.65e+03, step_size=0.893, tol=2.24e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2038.42it/s, iter=4.65e+03, step_size=0.893, tol=2.24e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2038.33it/s, iter=4.65e+03, step_size=0.893, tol=2.23e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2038.06it/s, iter=4.65e+03, step_size=0.893, tol=2.23e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2037.98it/s, iter=4.66e+03, step_size=0.893, tol=2.22e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2037.68it/s, iter=4.66e+03, step_size=0.893, tol=2.22e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2037.59it/s, iter=4.66e+03, step_size=0.893, tol=2.21e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2037.32it/s, iter=4.66e+03, step_size=0.893, tol=2.21e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2037.23it/s, iter=4.66e+03, step_size=0.893, tol=2.2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.97it/s, iter=4.66e+03, step_size=0.893, tol=2.2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.88it/s, iter=4.66e+03, step_size=0.893, tol=2.19e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.62it/s, iter=4.66e+03, step_size=0.893, tol=2.19e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.53it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.26it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2036.17it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.90it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.81it/s, iter=4.66e+03, step_size=0.893, tol=2.17e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.55it/s, iter=4.66e+03, step_size=0.893, tol=2.17e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.46it/s, iter=4.66e+03, step_size=0.893, tol=2.16e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.19it/s, iter=4.66e+03, step_size=0.893, tol=2.16e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2035.10it/s, iter=4.66e+03, step_size=0.893, tol=2.15e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2034.84it/s, iter=4.66e+03, step_size=0.893, tol=2.15e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2034.72it/s, iter=4.66e+03, step_size=0.893, tol=2.14e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2034.46it/s, iter=4.66e+03, step_size=0.893, tol=2.14e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2034.37it/s, iter=4.66e+03, step_size=0.893, tol=2.13e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2034.07it/s, iter=4.66e+03, step_size=0.893, tol=2.13e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.98it/s, iter=4.67e+03, step_size=0.893, tol=2.12e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.72it/s, iter=4.67e+03, step_size=0.893, tol=2.12e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.62it/s, iter=4.67e+03, step_size=0.893, tol=2.11e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.36it/s, iter=4.67e+03, step_size=0.893, tol=2.11e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.27it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2033.01it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2032.92it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2032.66it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2032.57it/s, iter=4.67e+03, step_size=0.893, tol=2.09e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2032.30it/s, iter=4.67e+03, step_size=0.893, tol=2.09e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2032.21it/s, iter=4.67e+03, step_size=0.893, tol=2.08e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.95it/s, iter=4.67e+03, step_size=0.893, tol=2.08e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.86it/s, iter=4.67e+03, step_size=0.893, tol=2.07e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.60it/s, iter=4.67e+03, step_size=0.893, tol=2.07e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.51it/s, iter=4.67e+03, step_size=0.893, tol=2.06e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.25it/s, iter=4.67e+03, step_size=0.893, tol=2.06e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2031.16it/s, iter=4.67e+03, step_size=0.893, tol=2.05e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.90it/s, iter=4.67e+03, step_size=0.893, tol=2.05e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.81it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.54it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.45it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.18it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2030.09it/s, iter=4.68e+03, step_size=0.893, tol=2.03e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.83it/s, iter=4.68e+03, step_size=0.893, tol=2.03e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.74it/s, iter=4.68e+03, step_size=0.893, tol=2.02e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.48it/s, iter=4.68e+03, step_size=0.893, tol=2.02e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.39it/s, iter=4.68e+03, step_size=0.893, tol=2.01e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.13it/s, iter=4.68e+03, step_size=0.893, tol=2.01e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2029.04it/s, iter=4.68e+03, step_size=0.893, tol=2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2028.77it/s, iter=4.68e+03, step_size=0.893, tol=2e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2028.69it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2028.42it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2028.28it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2027.79it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2027.63it/s, iter=4.68e+03, step_size=0.893, tol=1.98e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2026.83it/s, iter=4.68e+03, step_size=0.893, tol=1.98e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2026.66it/s, iter=4.68e+03, step_size=0.893, tol=1.97e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2026.17it/s, iter=4.68e+03, step_size=0.893, tol=1.97e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2026.07it/s, iter=4.68e+03, step_size=0.893, tol=1.96e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2025.49it/s, iter=4.68e+03, step_size=0.893, tol=1.96e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2025.39it/s, iter=4.69e+03, step_size=0.893, tol=1.95e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2025.13it/s, iter=4.69e+03, step_size=0.893, tol=1.95e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2025.04it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2024.77it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2024.68it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2024.41it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2024.32it/s, iter=4.69e+03, step_size=0.893, tol=1.93e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2024.03it/s, iter=4.69e+03, step_size=0.893, tol=1.93e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2023.94it/s, iter=4.69e+03, step_size=0.893, tol=1.92e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2023.68it/s, iter=4.69e+03, step_size=0.893, tol=1.92e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2023.59it/s, iter=4.69e+03, step_size=0.893, tol=1.91e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2023.33it/s, iter=4.69e+03, step_size=0.893, tol=1.91e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2023.18it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.91it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.83it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.57it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.48it/s, iter=4.69e+03, step_size=0.893, tol=1.89e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.22it/s, iter=4.69e+03, step_size=0.893, tol=1.89e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2022.13it/s, iter=4.7e+03, step_size=0.893, tol=1.88e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.87it/s, iter=4.7e+03, step_size=0.893, tol=1.88e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.78it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.52it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.43it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.17it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2021.08it/s, iter=4.7e+03, step_size=0.893, tol=1.86e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2020.46it/s, iter=4.7e+03, step_size=0.893, tol=1.86e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2020.33it/s, iter=4.7e+03, step_size=0.893, tol=1.85e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.96it/s, iter=4.7e+03, step_size=0.893, tol=1.85e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.87it/s, iter=4.7e+03, step_size=0.893, tol=1.84e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.54it/s, iter=4.7e+03, step_size=0.893, tol=1.84e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.45it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.19it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2019.10it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.84it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.75it/s, iter=4.7e+03, step_size=0.893, tol=1.82e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.49it/s, iter=4.7e+03, step_size=0.893, tol=1.82e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.40it/s, iter=4.7e+03, step_size=0.893, tol=1.81e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.14it/s, iter=4.7e+03, step_size=0.893, tol=1.81e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2018.06it/s, iter=4.70e+03, step_size=0.893, tol=1.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.80it/s, iter=4.70e+03, step_size=0.893, tol=1.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.71it/s, iter=4.71e+03, step_size=0.893, tol=1.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.45it/s, iter=4.71e+03, step_size=0.893, tol=1.8e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.36it/s, iter=4.71e+03, step_size=0.893, tol=1.79e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.10it/s, iter=4.71e+03, step_size=0.893, tol=1.79e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2017.02it/s, iter=4.71e+03, step_size=0.893, tol=1.78e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2016.76it/s, iter=4.71e+03, step_size=0.893, tol=1.78e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2016.67it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2016.41it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2016.32it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2016.01it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2015.92it/s, iter=4.71e+03, step_size=0.893, tol=1.76e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2015.66it/s, iter=4.71e+03, step_size=0.893, tol=1.76e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2015.57it/s, iter=4.71e+03, step_size=0.893, tol=1.75e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2015.31it/s, iter=4.71e+03, step_size=0.893, tol=1.75e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2015.22it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.96it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.87it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.62it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.53it/s, iter=4.72e+03, step_size=0.893, tol=1.73e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.25it/s, iter=4.72e+03, step_size=0.893, tol=1.73e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2014.16it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2013.77it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2013.50it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2013.15it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2013.06it/s, iter=4.72e+03, step_size=0.893, tol=1.71e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2012.81it/s, iter=4.72e+03, step_size=0.893, tol=1.71e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2012.72it/s, iter=4.72e+03, step_size=0.893, tol=1.7e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2012.37it/s, iter=4.72e+03, step_size=0.893, tol=1.7e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2012.22it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2011.77it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2011.67it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2011.38it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2011.29it/s, iter=4.72e+03, step_size=0.893, tol=1.68e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2011.02it/s, iter=4.72e+03, step_size=0.893, tol=1.68e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2010.94it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2010.68it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2010.59it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2010.33it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2010.24it/s, iter=4.72e+03, step_size=0.893, tol=1.66e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.97it/s, iter=4.72e+03, step_size=0.893, tol=1.66e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.87it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.61it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.52it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.27it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2009.18it/s, iter=4.73e+03, step_size=0.893, tol=1.64e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.87it/s, iter=4.73e+03, step_size=0.893, tol=1.64e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.78it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.52it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.44it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.18it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2008.09it/s, iter=4.73e+03, step_size=0.893, tol=1.62e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2007.83it/s, iter=4.73e+03, step_size=0.893, tol=1.62e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2007.74it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2007.49it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2007.39it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.95it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.86it/s, iter=4.73e+03, step_size=0.893, tol=1.6e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.61it/s, iter=4.73e+03, step_size=0.893, tol=1.6e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.52it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.26it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2006.17it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.91it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.82it/s, iter=4.74e+03, step_size=0.893, tol=1.58e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.57it/s, iter=4.74e+03, step_size=0.893, tol=1.58e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.48it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.16it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2005.07it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2004.53it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2004.43it/s, iter=4.74e+03, step_size=0.893, tol=1.56e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2004.17it/s, iter=4.74e+03, step_size=0.893, tol=1.56e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2004.08it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.83it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.72it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.43it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.35it/s, iter=4.74e+03, step_size=0.893, tol=1.54e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.09it/s, iter=4.74e+03, step_size=0.893, tol=1.54e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2003.00it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2002.72it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2002.63it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2002.38it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2002.29it/s, iter=4.75e+03, step_size=0.893, tol=1.52e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2002.04it/s, iter=4.75e+03, step_size=0.893, tol=1.52e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2001.95it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2001.62it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2001.53it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2001.27it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2001.18it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.93it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.84it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.59it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.50it/s, iter=4.75e+03, step_size=0.893, tol=1.49e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.25it/s, iter=4.75e+03, step_size=0.893, tol=1.49e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 2000.16it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1999.91it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1999.82it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1999.28it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1999.18it/s, iter=4.75e+03, step_size=0.893, tol=1.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.93it/s, iter=4.75e+03, step_size=0.893, tol=1.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.84it/s, iter=4.76e+03, step_size=0.893, tol=1.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.59it/s, iter=4.76e+03, step_size=0.893, tol=1.47e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.48it/s, iter=4.76e+03, step_size=0.893, tol=1.46e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.16it/s, iter=4.76e+03, step_size=0.893, tol=1.46e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1998.08it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1997.81it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1997.71it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1997.25it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1997.08it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1996.67it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1996.57it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1996.24it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1996.13it/s, iter=4.76e+03, step_size=0.893, tol=1.43e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.87it/s, iter=4.76e+03, step_size=0.893, tol=1.43e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.78it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.52it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.44it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.19it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1995.10it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.76it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.68it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.42it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.34it/s, iter=4.77e+03, step_size=0.893, tol=1.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.08it/s, iter=4.77e+03, step_size=0.893, tol=1.4e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1994.00it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1993.75it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1993.66it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1993.32it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1993.23it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.98it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.90it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.64it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.56it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.31it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1992.22it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.96it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.88it/s, iter=4.77e+03, step_size=0.893, tol=1.36e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.63it/s, iter=4.77e+03, step_size=0.893, tol=1.36e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.54it/s, iter=4.77e+03, step_size=0.893, tol=1.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.23it/s, iter=4.77e+03, step_size=0.893, tol=1.35e-11]
PGD: 91%|#########1| 4552/5000 [00:02<00:00, 1991.14it/s, iter=4.78e+03, step_size=0.893, tol=1.35e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2089.06it/s, iter=4.78e+03, step_size=0.893, tol=1.35e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2088.56it/s, iter=4.78e+03, step_size=0.893, tol=1.35e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2088.43it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2088.16it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2088.07it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2087.80it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2087.71it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2087.42it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2087.33it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2087.07it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2086.98it/s, iter=4.78e+03, step_size=0.893, tol=1.32e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2086.71it/s, iter=4.78e+03, step_size=0.893, tol=1.32e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2086.60it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2086.33it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2086.24it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.97it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.88it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.53it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.44it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.18it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2085.09it/s, iter=4.78e+03, step_size=0.893, tol=1.29e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.82it/s, iter=4.78e+03, step_size=0.893, tol=1.29e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.72it/s, iter=4.79e+03, step_size=0.893, tol=1.29e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.46it/s, iter=4.79e+03, step_size=0.893, tol=1.29e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.37it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.10it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2084.01it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2083.75it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2083.66it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2083.40it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2083.31it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2083.04it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2082.96it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2082.69it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2082.60it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2082.34it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2082.25it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2081.92it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2081.83it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2081.33it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2081.22it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2080.95it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2080.81it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2080.22it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2080.00it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2079.69it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2079.60it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2079.34it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2079.25it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2078.77it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2078.63it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2078.08it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2077.99it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2077.72it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2077.62it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2077.36it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2077.27it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2076.91it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2076.75it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2076.31it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2076.16it/s, iter=4.80e+03, step_size=0.893, tol=1.19e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2075.68it/s, iter=4.80e+03, step_size=0.893, tol=1.19e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2075.53it/s, iter=4.81e+03, step_size=0.893, tol=1.19e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2075.05it/s, iter=4.81e+03, step_size=0.893, tol=1.19e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2074.86it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2074.22it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2073.90it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2073.25it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2073.08it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2072.59it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2072.43it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2071.94it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2071.77it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2071.19it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2071.03it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2070.59it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2070.43it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2069.88it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2069.69it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2069.09it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2068.90it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2068.29it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2068.05it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2067.40it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2067.16it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2066.46it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2066.36it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2066.09it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2066.00it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2065.57it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2065.38it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2064.84it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2064.73it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2064.47it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2064.38it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2064.05it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2063.94it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2063.69it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2063.60it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2063.33it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2063.24it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.99it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.90it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.64it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.55it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.29it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2062.20it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.94it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.85it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.59it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.50it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.24it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2061.15it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2060.89it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2060.80it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2060.46it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2060.37it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2060.01it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2059.75it/s, iter=4.83e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2059.41it/s, iter=4.83e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2059.32it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2059.03it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2058.93it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2058.64it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2058.55it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2058.26it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2058.17it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2057.88it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2057.78it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2057.50it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2057.40it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2057.12it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2056.99it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2056.68it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2056.58it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2056.30it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2056.20it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.92it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.83it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.54it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.44it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.18it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2055.09it/s, iter=4.85e+03, step_size=0.893, tol=1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.79it/s, iter=4.85e+03, step_size=0.893, tol=1e-11]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.71it/s, iter=4.85e+03, step_size=0.893, tol=9.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.45it/s, iter=4.85e+03, step_size=0.893, tol=9.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.36it/s, iter=4.85e+03, step_size=0.893, tol=9.95e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.10it/s, iter=4.85e+03, step_size=0.893, tol=9.95e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2054.00it/s, iter=4.85e+03, step_size=0.893, tol=9.91e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2053.74it/s, iter=4.85e+03, step_size=0.893, tol=9.91e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2053.65it/s, iter=4.85e+03, step_size=0.893, tol=9.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2053.32it/s, iter=4.85e+03, step_size=0.893, tol=9.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2053.23it/s, iter=4.85e+03, step_size=0.893, tol=9.83e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2052.72it/s, iter=4.85e+03, step_size=0.893, tol=9.83e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2052.63it/s, iter=4.85e+03, step_size=0.893, tol=9.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2052.37it/s, iter=4.85e+03, step_size=0.893, tol=9.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2052.28it/s, iter=4.85e+03, step_size=0.893, tol=9.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2052.01it/s, iter=4.85e+03, step_size=0.893, tol=9.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2051.92it/s, iter=4.85e+03, step_size=0.893, tol=9.71e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2051.66it/s, iter=4.85e+03, step_size=0.893, tol=9.71e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2051.57it/s, iter=4.86e+03, step_size=0.893, tol=9.67e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2051.30it/s, iter=4.86e+03, step_size=0.893, tol=9.67e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2051.21it/s, iter=4.86e+03, step_size=0.893, tol=9.63e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2050.91it/s, iter=4.86e+03, step_size=0.893, tol=9.63e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2050.76it/s, iter=4.86e+03, step_size=0.893, tol=9.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2050.28it/s, iter=4.86e+03, step_size=0.893, tol=9.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2050.20it/s, iter=4.86e+03, step_size=0.893, tol=9.55e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2049.74it/s, iter=4.86e+03, step_size=0.893, tol=9.55e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2049.54it/s, iter=4.86e+03, step_size=0.893, tol=9.51e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2049.02it/s, iter=4.86e+03, step_size=0.893, tol=9.51e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2048.84it/s, iter=4.86e+03, step_size=0.893, tol=9.47e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2048.32it/s, iter=4.86e+03, step_size=0.893, tol=9.47e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2048.17it/s, iter=4.86e+03, step_size=0.893, tol=9.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2047.70it/s, iter=4.86e+03, step_size=0.893, tol=9.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2047.53it/s, iter=4.86e+03, step_size=0.893, tol=9.39e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2047.10it/s, iter=4.86e+03, step_size=0.893, tol=9.39e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2047.01it/s, iter=4.86e+03, step_size=0.893, tol=9.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2046.75it/s, iter=4.86e+03, step_size=0.893, tol=9.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2046.66it/s, iter=4.86e+03, step_size=0.893, tol=9.31e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2046.34it/s, iter=4.86e+03, step_size=0.893, tol=9.31e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2046.25it/s, iter=4.86e+03, step_size=0.893, tol=9.27e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2045.90it/s, iter=4.86e+03, step_size=0.893, tol=9.27e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2045.67it/s, iter=4.87e+03, step_size=0.893, tol=9.23e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2045.34it/s, iter=4.87e+03, step_size=0.893, tol=9.23e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2045.25it/s, iter=4.87e+03, step_size=0.893, tol=9.2e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.99it/s, iter=4.87e+03, step_size=0.893, tol=9.2e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.91it/s, iter=4.87e+03, step_size=0.893, tol=9.16e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.62it/s, iter=4.87e+03, step_size=0.893, tol=9.16e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.54it/s, iter=4.87e+03, step_size=0.893, tol=9.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.28it/s, iter=4.87e+03, step_size=0.893, tol=9.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2044.19it/s, iter=4.87e+03, step_size=0.893, tol=9.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.94it/s, iter=4.87e+03, step_size=0.893, tol=9.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.85it/s, iter=4.87e+03, step_size=0.893, tol=9.04e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.58it/s, iter=4.87e+03, step_size=0.893, tol=9.04e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.49it/s, iter=4.87e+03, step_size=0.893, tol=9.01e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.15it/s, iter=4.87e+03, step_size=0.893, tol=9.01e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2043.06it/s, iter=4.87e+03, step_size=0.893, tol=8.97e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2042.74it/s, iter=4.87e+03, step_size=0.893, tol=8.97e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2042.65it/s, iter=4.87e+03, step_size=0.893, tol=8.93e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2042.40it/s, iter=4.87e+03, step_size=0.893, tol=8.93e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2042.31it/s, iter=4.88e+03, step_size=0.893, tol=8.89e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2042.06it/s, iter=4.88e+03, step_size=0.893, tol=8.89e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.97it/s, iter=4.88e+03, step_size=0.893, tol=8.86e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.72it/s, iter=4.88e+03, step_size=0.893, tol=8.86e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.63it/s, iter=4.88e+03, step_size=0.893, tol=8.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.38it/s, iter=4.88e+03, step_size=0.893, tol=8.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.29it/s, iter=4.88e+03, step_size=0.893, tol=8.78e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2041.04it/s, iter=4.88e+03, step_size=0.893, tol=8.78e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.96it/s, iter=4.88e+03, step_size=0.893, tol=8.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.70it/s, iter=4.88e+03, step_size=0.893, tol=8.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.62it/s, iter=4.88e+03, step_size=0.893, tol=8.71e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.36it/s, iter=4.88e+03, step_size=0.893, tol=8.71e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.28it/s, iter=4.88e+03, step_size=0.893, tol=8.68e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2040.02it/s, iter=4.88e+03, step_size=0.893, tol=8.68e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2039.94it/s, iter=4.88e+03, step_size=0.893, tol=8.64e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2039.68it/s, iter=4.88e+03, step_size=0.893, tol=8.64e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2039.57it/s, iter=4.88e+03, step_size=0.893, tol=8.6e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2039.26it/s, iter=4.88e+03, step_size=0.893, tol=8.6e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2039.17it/s, iter=4.88e+03, step_size=0.893, tol=8.57e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2038.71it/s, iter=4.88e+03, step_size=0.893, tol=8.57e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2038.58it/s, iter=4.88e+03, step_size=0.893, tol=8.53e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2038.32it/s, iter=4.88e+03, step_size=0.893, tol=8.53e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2038.23it/s, iter=4.89e+03, step_size=0.893, tol=8.5e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.96it/s, iter=4.89e+03, step_size=0.893, tol=8.5e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.82it/s, iter=4.89e+03, step_size=0.893, tol=8.46e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.52it/s, iter=4.89e+03, step_size=0.893, tol=8.46e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.43it/s, iter=4.89e+03, step_size=0.893, tol=8.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.17it/s, iter=4.89e+03, step_size=0.893, tol=8.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2037.08it/s, iter=4.89e+03, step_size=0.893, tol=8.39e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2036.80it/s, iter=4.89e+03, step_size=0.893, tol=8.39e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2036.72it/s, iter=4.89e+03, step_size=0.893, tol=8.36e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2036.45it/s, iter=4.89e+03, step_size=0.893, tol=8.36e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2036.33it/s, iter=4.89e+03, step_size=0.893, tol=8.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.91it/s, iter=4.89e+03, step_size=0.893, tol=8.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.81it/s, iter=4.89e+03, step_size=0.893, tol=8.29e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.55it/s, iter=4.89e+03, step_size=0.893, tol=8.29e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.47it/s, iter=4.89e+03, step_size=0.893, tol=8.25e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.22it/s, iter=4.89e+03, step_size=0.893, tol=8.25e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2035.13it/s, iter=4.89e+03, step_size=0.893, tol=8.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.88it/s, iter=4.89e+03, step_size=0.893, tol=8.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.79it/s, iter=4.9e+03, step_size=0.893, tol=8.18e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.54it/s, iter=4.9e+03, step_size=0.893, tol=8.18e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.45it/s, iter=4.9e+03, step_size=0.893, tol=8.15e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.20it/s, iter=4.9e+03, step_size=0.893, tol=8.15e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2034.12it/s, iter=4.9e+03, step_size=0.893, tol=8.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2033.87it/s, iter=4.9e+03, step_size=0.893, tol=8.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2033.78it/s, iter=4.9e+03, step_size=0.893, tol=8.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2033.53it/s, iter=4.9e+03, step_size=0.893, tol=8.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2033.44it/s, iter=4.9e+03, step_size=0.893, tol=8.05e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2033.16it/s, iter=4.9e+03, step_size=0.893, tol=8.05e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2032.98it/s, iter=4.9e+03, step_size=0.893, tol=8.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2032.68it/s, iter=4.9e+03, step_size=0.893, tol=8.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2032.60it/s, iter=4.9e+03, step_size=0.893, tol=7.98e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2032.32it/s, iter=4.9e+03, step_size=0.893, tol=7.98e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2032.23it/s, iter=4.9e+03, step_size=0.893, tol=7.95e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2031.81it/s, iter=4.9e+03, step_size=0.893, tol=7.95e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2031.66it/s, iter=4.9e+03, step_size=0.893, tol=7.92e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2031.38it/s, iter=4.9e+03, step_size=0.893, tol=7.92e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2031.30it/s, iter=4.9e+03, step_size=0.893, tol=7.88e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2031.05it/s, iter=4.9e+03, step_size=0.893, tol=7.88e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.96it/s, iter=4.90e+03, step_size=0.893, tol=7.85e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.69it/s, iter=4.90e+03, step_size=0.893, tol=7.85e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.60it/s, iter=4.91e+03, step_size=0.893, tol=7.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.35it/s, iter=4.91e+03, step_size=0.893, tol=7.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.27it/s, iter=4.91e+03, step_size=0.893, tol=7.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2030.02it/s, iter=4.91e+03, step_size=0.893, tol=7.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2029.91it/s, iter=4.91e+03, step_size=0.893, tol=7.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2029.66it/s, iter=4.91e+03, step_size=0.893, tol=7.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2029.56it/s, iter=4.91e+03, step_size=0.893, tol=7.72e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2029.30it/s, iter=4.91e+03, step_size=0.893, tol=7.72e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2029.21it/s, iter=4.91e+03, step_size=0.893, tol=7.69e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.90it/s, iter=4.91e+03, step_size=0.893, tol=7.69e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.82it/s, iter=4.91e+03, step_size=0.893, tol=7.66e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.56it/s, iter=4.91e+03, step_size=0.893, tol=7.66e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.48it/s, iter=4.91e+03, step_size=0.893, tol=7.63e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.23it/s, iter=4.91e+03, step_size=0.893, tol=7.63e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2028.14it/s, iter=4.91e+03, step_size=0.893, tol=7.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.89it/s, iter=4.91e+03, step_size=0.893, tol=7.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.81it/s, iter=4.91e+03, step_size=0.893, tol=7.56e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.53it/s, iter=4.91e+03, step_size=0.893, tol=7.56e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.45it/s, iter=4.92e+03, step_size=0.893, tol=7.53e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.20it/s, iter=4.92e+03, step_size=0.893, tol=7.53e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2027.12it/s, iter=4.92e+03, step_size=0.893, tol=7.5e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.87it/s, iter=4.92e+03, step_size=0.893, tol=7.5e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.78it/s, iter=4.92e+03, step_size=0.893, tol=7.47e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.53it/s, iter=4.92e+03, step_size=0.893, tol=7.47e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.45it/s, iter=4.92e+03, step_size=0.893, tol=7.44e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.20it/s, iter=4.92e+03, step_size=0.893, tol=7.44e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2026.11it/s, iter=4.92e+03, step_size=0.893, tol=7.41e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2025.87it/s, iter=4.92e+03, step_size=0.893, tol=7.41e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2025.78it/s, iter=4.92e+03, step_size=0.893, tol=7.38e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2025.50it/s, iter=4.92e+03, step_size=0.893, tol=7.38e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2025.42it/s, iter=4.92e+03, step_size=0.893, tol=7.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2025.07it/s, iter=4.92e+03, step_size=0.893, tol=7.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2024.85it/s, iter=4.92e+03, step_size=0.893, tol=7.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2024.57it/s, iter=4.92e+03, step_size=0.893, tol=7.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2024.46it/s, iter=4.92e+03, step_size=0.893, tol=7.29e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2024.18it/s, iter=4.92e+03, step_size=0.893, tol=7.29e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2024.08it/s, iter=4.92e+03, step_size=0.893, tol=7.26e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2023.80it/s, iter=4.92e+03, step_size=0.893, tol=7.26e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2023.71it/s, iter=4.92e+03, step_size=0.893, tol=7.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2023.44it/s, iter=4.92e+03, step_size=0.893, tol=7.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2023.34it/s, iter=4.93e+03, step_size=0.893, tol=7.19e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2023.07it/s, iter=4.93e+03, step_size=0.893, tol=7.19e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2022.97it/s, iter=4.93e+03, step_size=0.893, tol=7.16e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2022.70it/s, iter=4.93e+03, step_size=0.893, tol=7.16e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2022.60it/s, iter=4.93e+03, step_size=0.893, tol=7.14e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2022.33it/s, iter=4.93e+03, step_size=0.893, tol=7.14e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2022.24it/s, iter=4.93e+03, step_size=0.893, tol=7.11e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2021.88it/s, iter=4.93e+03, step_size=0.893, tol=7.11e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2021.77it/s, iter=4.93e+03, step_size=0.893, tol=7.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2021.31it/s, iter=4.93e+03, step_size=0.893, tol=7.08e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2021.19it/s, iter=4.93e+03, step_size=0.893, tol=7.05e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2020.80it/s, iter=4.93e+03, step_size=0.893, tol=7.05e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2020.66it/s, iter=4.93e+03, step_size=0.893, tol=7.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2020.38it/s, iter=4.93e+03, step_size=0.893, tol=7.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2020.29it/s, iter=4.93e+03, step_size=0.893, tol=6.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2020.01it/s, iter=4.93e+03, step_size=0.893, tol=6.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2019.92it/s, iter=4.93e+03, step_size=0.893, tol=6.96e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2019.64it/s, iter=4.93e+03, step_size=0.893, tol=6.96e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2019.55it/s, iter=4.94e+03, step_size=0.893, tol=6.93e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2019.27it/s, iter=4.94e+03, step_size=0.893, tol=6.93e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2019.18it/s, iter=4.94e+03, step_size=0.893, tol=6.9e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2018.89it/s, iter=4.94e+03, step_size=0.893, tol=6.9e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2018.79it/s, iter=4.94e+03, step_size=0.893, tol=6.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2018.46it/s, iter=4.94e+03, step_size=0.893, tol=6.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2018.35it/s, iter=4.94e+03, step_size=0.893, tol=6.84e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2017.83it/s, iter=4.94e+03, step_size=0.893, tol=6.84e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2017.73it/s, iter=4.94e+03, step_size=0.893, tol=6.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2017.45it/s, iter=4.94e+03, step_size=0.893, tol=6.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2017.36it/s, iter=4.94e+03, step_size=0.893, tol=6.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2017.09it/s, iter=4.94e+03, step_size=0.893, tol=6.79e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.99it/s, iter=4.94e+03, step_size=0.893, tol=6.76e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.72it/s, iter=4.94e+03, step_size=0.893, tol=6.76e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.63it/s, iter=4.94e+03, step_size=0.893, tol=6.73e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.35it/s, iter=4.94e+03, step_size=0.893, tol=6.73e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.27it/s, iter=4.94e+03, step_size=0.893, tol=6.7e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2016.01it/s, iter=4.94e+03, step_size=0.893, tol=6.7e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2015.93it/s, iter=4.94e+03, step_size=0.893, tol=6.68e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2015.67it/s, iter=4.94e+03, step_size=0.893, tol=6.68e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2015.59it/s, iter=4.94e+03, step_size=0.893, tol=6.65e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2015.16it/s, iter=4.94e+03, step_size=0.893, tol=6.65e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2015.07it/s, iter=4.95e+03, step_size=0.893, tol=6.62e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.81it/s, iter=4.95e+03, step_size=0.893, tol=6.62e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.72it/s, iter=4.95e+03, step_size=0.893, tol=6.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.47it/s, iter=4.95e+03, step_size=0.893, tol=6.59e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.38it/s, iter=4.95e+03, step_size=0.893, tol=6.57e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.13it/s, iter=4.95e+03, step_size=0.893, tol=6.57e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2014.04it/s, iter=4.95e+03, step_size=0.893, tol=6.54e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.79it/s, iter=4.95e+03, step_size=0.893, tol=6.54e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.70it/s, iter=4.95e+03, step_size=0.893, tol=6.51e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.45it/s, iter=4.95e+03, step_size=0.893, tol=6.51e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.36it/s, iter=4.95e+03, step_size=0.893, tol=6.48e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.11it/s, iter=4.95e+03, step_size=0.893, tol=6.48e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2013.03it/s, iter=4.95e+03, step_size=0.893, tol=6.46e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.78it/s, iter=4.95e+03, step_size=0.893, tol=6.46e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.69it/s, iter=4.95e+03, step_size=0.893, tol=6.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.44it/s, iter=4.95e+03, step_size=0.893, tol=6.43e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.35it/s, iter=4.95e+03, step_size=0.893, tol=6.4e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.10it/s, iter=4.95e+03, step_size=0.893, tol=6.4e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2012.01it/s, iter=4.96e+03, step_size=0.893, tol=6.38e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2011.71it/s, iter=4.96e+03, step_size=0.893, tol=6.38e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2011.62it/s, iter=4.96e+03, step_size=0.893, tol=6.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2011.15it/s, iter=4.96e+03, step_size=0.893, tol=6.35e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2011.06it/s, iter=4.96e+03, step_size=0.893, tol=6.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.81it/s, iter=4.96e+03, step_size=0.893, tol=6.32e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.73it/s, iter=4.96e+03, step_size=0.893, tol=6.3e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.48it/s, iter=4.96e+03, step_size=0.893, tol=6.3e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.37it/s, iter=4.96e+03, step_size=0.893, tol=6.27e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.08it/s, iter=4.96e+03, step_size=0.893, tol=6.27e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2010.00it/s, iter=4.96e+03, step_size=0.893, tol=6.25e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2009.74it/s, iter=4.96e+03, step_size=0.893, tol=6.25e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2009.64it/s, iter=4.96e+03, step_size=0.893, tol=6.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2009.36it/s, iter=4.96e+03, step_size=0.893, tol=6.22e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2009.28it/s, iter=4.96e+03, step_size=0.893, tol=6.19e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2009.03it/s, iter=4.96e+03, step_size=0.893, tol=6.19e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2008.95it/s, iter=4.96e+03, step_size=0.893, tol=6.17e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2008.71it/s, iter=4.96e+03, step_size=0.893, tol=6.17e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2008.62it/s, iter=4.96e+03, step_size=0.893, tol=6.14e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2008.30it/s, iter=4.96e+03, step_size=0.893, tol=6.14e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2008.22it/s, iter=4.96e+03, step_size=0.893, tol=6.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2007.96it/s, iter=4.96e+03, step_size=0.893, tol=6.12e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2007.81it/s, iter=4.97e+03, step_size=0.893, tol=6.09e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2007.27it/s, iter=4.97e+03, step_size=0.893, tol=6.09e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2007.16it/s, iter=4.97e+03, step_size=0.893, tol=6.07e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.86it/s, iter=4.97e+03, step_size=0.893, tol=6.07e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.73it/s, iter=4.97e+03, step_size=0.893, tol=6.04e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.47it/s, iter=4.97e+03, step_size=0.893, tol=6.04e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.39it/s, iter=4.97e+03, step_size=0.893, tol=6.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.14it/s, iter=4.97e+03, step_size=0.893, tol=6.02e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2006.06it/s, iter=4.97e+03, step_size=0.893, tol=5.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.81it/s, iter=4.97e+03, step_size=0.893, tol=5.99e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.73it/s, iter=4.97e+03, step_size=0.893, tol=5.97e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.48it/s, iter=4.97e+03, step_size=0.893, tol=5.97e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.40it/s, iter=4.97e+03, step_size=0.893, tol=5.94e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.10it/s, iter=4.97e+03, step_size=0.893, tol=5.94e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2005.01it/s, iter=4.97e+03, step_size=0.893, tol=5.92e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2004.68it/s, iter=4.97e+03, step_size=0.893, tol=5.92e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2004.49it/s, iter=4.97e+03, step_size=0.893, tol=5.89e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2004.16it/s, iter=4.97e+03, step_size=0.893, tol=5.89e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2004.07it/s, iter=4.98e+03, step_size=0.893, tol=5.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.83it/s, iter=4.98e+03, step_size=0.893, tol=5.87e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.74it/s, iter=4.98e+03, step_size=0.893, tol=5.84e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.48it/s, iter=4.98e+03, step_size=0.893, tol=5.84e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.39it/s, iter=4.98e+03, step_size=0.893, tol=5.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.15it/s, iter=4.98e+03, step_size=0.893, tol=5.82e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2003.06it/s, iter=4.98e+03, step_size=0.893, tol=5.8e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2002.81it/s, iter=4.98e+03, step_size=0.893, tol=5.8e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2002.69it/s, iter=4.98e+03, step_size=0.893, tol=5.77e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2002.21it/s, iter=4.98e+03, step_size=0.893, tol=5.77e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2002.07it/s, iter=4.98e+03, step_size=0.893, tol=5.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2001.47it/s, iter=4.98e+03, step_size=0.893, tol=5.75e-12]
PGD: 96%|#########5| 4776/5000 [00:02<00:00, 2001.31it/s, iter=4.98e+03, step_size=0.893, tol=5.72e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2087.51it/s, iter=4.98e+03, step_size=0.893, tol=5.72e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2087.04it/s, iter=4.98e+03, step_size=0.893, tol=5.72e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2086.89it/s, iter=4.98e+03, step_size=0.893, tol=5.7e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2086.38it/s, iter=4.98e+03, step_size=0.893, tol=5.7e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2086.28it/s, iter=4.98e+03, step_size=0.893, tol=5.68e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.97it/s, iter=4.98e+03, step_size=0.893, tol=5.68e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.88it/s, iter=4.98e+03, step_size=0.893, tol=5.65e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.57it/s, iter=4.98e+03, step_size=0.893, tol=5.65e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.49it/s, iter=4.98e+03, step_size=0.893, tol=5.63e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.23it/s, iter=4.98e+03, step_size=0.893, tol=5.63e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2085.14it/s, iter=4.99e+03, step_size=0.893, tol=5.61e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2084.89it/s, iter=4.99e+03, step_size=0.893, tol=5.61e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2084.79it/s, iter=4.99e+03, step_size=0.893, tol=5.58e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2084.47it/s, iter=4.99e+03, step_size=0.893, tol=5.58e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2084.39it/s, iter=4.99e+03, step_size=0.893, tol=5.56e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.89it/s, iter=4.99e+03, step_size=0.893, tol=5.56e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.79it/s, iter=4.99e+03, step_size=0.893, tol=5.54e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.53it/s, iter=4.99e+03, step_size=0.893, tol=5.54e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.45it/s, iter=4.99e+03, step_size=0.893, tol=5.51e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.19it/s, iter=4.99e+03, step_size=0.893, tol=5.51e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2083.11it/s, iter=4.99e+03, step_size=0.893, tol=5.49e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.83it/s, iter=4.99e+03, step_size=0.893, tol=5.49e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.74it/s, iter=4.99e+03, step_size=0.893, tol=5.47e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.48it/s, iter=4.99e+03, step_size=0.893, tol=5.47e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.40it/s, iter=4.99e+03, step_size=0.893, tol=5.45e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.15it/s, iter=4.99e+03, step_size=0.893, tol=5.45e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2082.05it/s, iter=4.99e+03, step_size=0.893, tol=5.42e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2081.78it/s, iter=4.99e+03, step_size=0.893, tol=5.42e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2081.70it/s, iter=5e+03, step_size=0.893, tol=5.4e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2081.44it/s, iter=5e+03, step_size=0.893, tol=5.4e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2081.36it/s, iter=5e+03, step_size=0.893, tol=5.38e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2081.03it/s, iter=5e+03, step_size=0.893, tol=5.38e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2080.94it/s, iter=5e+03, step_size=0.893, tol=5.36e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2080.69it/s, iter=5e+03, step_size=0.893, tol=5.36e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2080.60it/s, iter=5e+03, step_size=0.893, tol=5.33e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2080.35it/s, iter=5e+03, step_size=0.893, tol=5.33e-12]
PGD: 100%|#########9| 4982/5000 [00:02<00:00, 2080.26it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
PGD: 100%|##########| 5000/5000 [00:02<00:00, 2087.57it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.5]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.5]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.242]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.105]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.105]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0988]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0988]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0937]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0937]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0891]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0891]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0849]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0849]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0811]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0811]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0776]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0776]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0743]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0743]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0713]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0713]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0686]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0686]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.066]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0635]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0635]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0591]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0591]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0552]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0552]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0517]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0501]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0501]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0485]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0485]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0457]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0457]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0444]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0444]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0419]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0419]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0407]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0407]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0396]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0396]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0385]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.0375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0356]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0356]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0347]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0347]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0338]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0338]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.033]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.033]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0322]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0306]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0306]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.0292]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.0285]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.0279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.0273]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.0267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0261]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.0261]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.0255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.025]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.025]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0245]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0239]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.0239]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0235]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0235]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.0225]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.0221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.0216]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.0212]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.0208]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.02]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.0193]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.0189]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.0186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0182]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.0182]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.0179]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.0164]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.0161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.0159]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.0156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.0151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.0148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.0146]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.0144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.0141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.0139]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.0137]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.0135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.0133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.0129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.0127]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.0125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.0123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.0122]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.012]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0115]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.0115]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.0112]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.011]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.011]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.0109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.0107]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.0106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.0104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.0102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.0102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.01]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.01]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.00991]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.00991]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.00978]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.00978]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.00966]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.00966]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.00954]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.00954]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.00942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.00942]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.0093]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.0093]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.00919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.00919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00908]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00908]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00886]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00886]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00865]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00865]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.00855]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.00855]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.00845]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.00845]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.00836]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.00836]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.00826]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.00826]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.00817]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.00817]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00808]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00808]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0079]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.0079]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.00781]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.00781]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.00772]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.00772]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.00764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.00764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.00756]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.00756]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0074]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.0074]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.00732]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.00732]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.00724]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.00724]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00717]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00717]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0071]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.0071]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.00702]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.00702]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.00695]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.00695]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.00688]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.00688]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.00681]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.00681]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.00674]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.00674]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.00668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.00668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.00661]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.00661]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.00655]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.00655]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.00648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=0.00648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.00642]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=0.00642]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.00636]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=0.00636]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0063]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=0.0063]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.00624]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=0.00624]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.00618]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=0.00618]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.00612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=0.00612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.00607]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=0.00607]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.00601]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=0.00601]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.00596]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=0.00596]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.0059]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=0.0059]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.00585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=0.00585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=0.0058]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.00575]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=0.00575]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.00569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=0.00569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.00564]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=0.00564]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.00555]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=0.00555]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0055]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=0.0055]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.00545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=0.00545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.00541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=0.00541]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.00536]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=0.00536]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.00531]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=0.00531]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.00527]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=0.00527]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.00523]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=0.00523]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.00518]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=0.00518]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.00514]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=0.00514]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.00506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=0.00506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.00502]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=0.00502]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.00498]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=0.00498]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.00494]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=0.00494]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0049]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=0.0049]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.00486]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=0.00486]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.00482]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=0.00482]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.00478]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=0.00478]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.00474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=0.00474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.00471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=0.00471]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.00467]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=0.00467]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.00464]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=0.00464]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0046]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=0.0046]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.00453]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=0.00453]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0045]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=0.0045]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.00446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=0.00446]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.00443]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=0.00443]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0044]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=0.0044]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.00433]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=0.00433]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0043]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=0.0043]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.00427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=0.00427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.00424]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=0.00424]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.00421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=0.00421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.00418]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=0.00418]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.00415]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=0.00415]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.00412]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=0.00412]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.00409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=0.00409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.00403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=0.00403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.004]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=0.004]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.00398]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=0.00398]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.00395]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=0.00395]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.00392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=0.00392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.00389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=0.00389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=0.00387]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=0.00387]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=0.00384]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=0.00384]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=0.00382]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=0.00382]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=0.00379]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=0.00379]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=0.00376]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=0.00376]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=0.00374]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=0.00374]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=0.00369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=0.00369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=0.00367]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=0.00367]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=0.00364]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=0.00364]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=0.00362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=0.00362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=0.00359]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=0.00359]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=0.00357]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=0.00357]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=0.00352]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=0.00352]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=0.0035]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=0.0035]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=0.00348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=0.00348]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=0.00346]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=0.00346]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=0.00343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=0.00343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=0.00341]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=0.00341]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=0.00339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=0.00339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=0.00337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=0.00337]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=0.00335]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=0.00335]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=0.00331]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=0.00331]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=0.00329]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=0.00329]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=0.00327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=0.00327]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=0.00323]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=0.00323]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=0.00321]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=0.00321]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=0.00317]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=0.00317]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=0.00315]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=0.00315]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=0.00313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=0.00313]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=0.00309]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=0.00309]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=0.00307]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=0.00307]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=0.00304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=0.00304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=0.00302]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=0.00302]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=0.003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=0.003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=0.00298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=0.00298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=0.00296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=0.00296]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=0.00295]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=0.00295]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=0.00293]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=0.00293]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=0.00289]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=0.00289]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=0.00288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=0.00288]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=0.00286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=0.00286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=0.00283]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=0.00283]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=0.00281]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2673.04it/s, iter=267, step_size=0.893, tol=0.00281]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2665.84it/s, iter=267, step_size=0.893, tol=0.00281]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2663.38it/s, iter=268, step_size=0.893, tol=0.0028]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2656.03it/s, iter=268, step_size=0.893, tol=0.0028]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2653.60it/s, iter=269, step_size=0.893, tol=0.00278]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2646.44it/s, iter=269, step_size=0.893, tol=0.00278]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2643.99it/s, iter=270, step_size=0.893, tol=0.00276]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2636.41it/s, iter=270, step_size=0.893, tol=0.00276]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2633.47it/s, iter=271, step_size=0.893, tol=0.00275]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2626.41it/s, iter=271, step_size=0.893, tol=0.00275]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2624.03it/s, iter=272, step_size=0.893, tol=0.00273]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2617.01it/s, iter=272, step_size=0.893, tol=0.00273]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2614.65it/s, iter=273, step_size=0.893, tol=0.00272]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2607.70it/s, iter=273, step_size=0.893, tol=0.00272]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2605.39it/s, iter=274, step_size=0.893, tol=0.0027]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2598.53it/s, iter=274, step_size=0.893, tol=0.0027]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2596.20it/s, iter=275, step_size=0.893, tol=0.00269]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2589.30it/s, iter=275, step_size=0.893, tol=0.00269]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2586.96it/s, iter=276, step_size=0.893, tol=0.00267]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2578.32it/s, iter=276, step_size=0.893, tol=0.00267]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2576.01it/s, iter=277, step_size=0.893, tol=0.00265]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2569.26it/s, iter=277, step_size=0.893, tol=0.00265]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2567.00it/s, iter=278, step_size=0.893, tol=0.00264]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2560.33it/s, iter=278, step_size=0.893, tol=0.00264]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2558.09it/s, iter=279, step_size=0.893, tol=0.00263]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2551.47it/s, iter=279, step_size=0.893, tol=0.00263]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2549.20it/s, iter=280, step_size=0.893, tol=0.00261]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2542.60it/s, iter=280, step_size=0.893, tol=0.00261]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2540.38it/s, iter=281, step_size=0.893, tol=0.0026]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2533.75it/s, iter=281, step_size=0.893, tol=0.0026]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2531.51it/s, iter=282, step_size=0.893, tol=0.00258]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2524.90it/s, iter=282, step_size=0.893, tol=0.00258]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2522.68it/s, iter=283, step_size=0.893, tol=0.00257]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2516.18it/s, iter=283, step_size=0.893, tol=0.00257]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2514.01it/s, iter=284, step_size=0.893, tol=0.00255]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2507.55it/s, iter=284, step_size=0.893, tol=0.00255]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2505.37it/s, iter=285, step_size=0.893, tol=0.00254]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2499.00it/s, iter=285, step_size=0.893, tol=0.00254]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2496.84it/s, iter=286, step_size=0.893, tol=0.00252]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2490.51it/s, iter=286, step_size=0.893, tol=0.00252]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2488.35it/s, iter=287, step_size=0.893, tol=0.00251]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2481.12it/s, iter=287, step_size=0.893, tol=0.00251]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2478.99it/s, iter=288, step_size=0.893, tol=0.0025]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2472.71it/s, iter=288, step_size=0.893, tol=0.0025]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2470.61it/s, iter=289, step_size=0.893, tol=0.00248]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2464.40it/s, iter=289, step_size=0.893, tol=0.00248]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2462.31it/s, iter=290, step_size=0.893, tol=0.00247]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2456.17it/s, iter=290, step_size=0.893, tol=0.00247]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2454.08it/s, iter=291, step_size=0.893, tol=0.00246]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2447.99it/s, iter=291, step_size=0.893, tol=0.00246]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2445.92it/s, iter=292, step_size=0.893, tol=0.00244]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2439.02it/s, iter=292, step_size=0.893, tol=0.00244]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2436.96it/s, iter=293, step_size=0.893, tol=0.00243]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2430.88it/s, iter=293, step_size=0.893, tol=0.00243]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2428.84it/s, iter=294, step_size=0.893, tol=0.00242]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2422.84it/s, iter=294, step_size=0.893, tol=0.00242]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2420.80it/s, iter=295, step_size=0.893, tol=0.0024]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2414.84it/s, iter=295, step_size=0.893, tol=0.0024]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2412.84it/s, iter=296, step_size=0.893, tol=0.00239]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2406.87it/s, iter=296, step_size=0.893, tol=0.00239]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2404.87it/s, iter=297, step_size=0.893, tol=0.00238]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2398.94it/s, iter=297, step_size=0.893, tol=0.00238]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2396.46it/s, iter=298, step_size=0.893, tol=0.00236]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2390.24it/s, iter=298, step_size=0.893, tol=0.00236]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2388.27it/s, iter=299, step_size=0.893, tol=0.00235]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2382.09it/s, iter=299, step_size=0.893, tol=0.00235]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2379.33it/s, iter=300, step_size=0.893, tol=0.00234]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2373.37it/s, iter=300, step_size=0.893, tol=0.00234]
PGD: 5%|5 | 268/5000 [00:00<00:01, 2371.37it/s, iter=301, step_size=0.893, tol=0.00232]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2365.47it/s, iter=301, step_size=0.893, tol=0.00232]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2363.49it/s, iter=302, step_size=0.893, tol=0.00231]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2357.63it/s, iter=302, step_size=0.893, tol=0.00231]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2355.67it/s, iter=303, step_size=0.893, tol=0.0023]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2349.85it/s, iter=303, step_size=0.893, tol=0.0023]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2347.89it/s, iter=304, step_size=0.893, tol=0.00229]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2342.09it/s, iter=304, step_size=0.893, tol=0.00229]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2340.15it/s, iter=305, step_size=0.893, tol=0.00228]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2334.39it/s, iter=305, step_size=0.893, tol=0.00228]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2332.46it/s, iter=306, step_size=0.893, tol=0.00226]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2326.71it/s, iter=306, step_size=0.893, tol=0.00226]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2324.78it/s, iter=307, step_size=0.893, tol=0.00225]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2319.08it/s, iter=307, step_size=0.893, tol=0.00225]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2317.15it/s, iter=308, step_size=0.893, tol=0.00224]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2310.61it/s, iter=308, step_size=0.893, tol=0.00224]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2308.71it/s, iter=309, step_size=0.893, tol=0.00223]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2303.05it/s, iter=309, step_size=0.893, tol=0.00223]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2301.15it/s, iter=310, step_size=0.893, tol=0.00222]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2295.55it/s, iter=310, step_size=0.893, tol=0.00222]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2293.65it/s, iter=311, step_size=0.893, tol=0.0022]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2288.06it/s, iter=311, step_size=0.893, tol=0.0022]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2286.19it/s, iter=312, step_size=0.893, tol=0.00219]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2280.66it/s, iter=312, step_size=0.893, tol=0.00219]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2278.63it/s, iter=313, step_size=0.893, tol=0.00218]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2273.33it/s, iter=313, step_size=0.893, tol=0.00218]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2271.57it/s, iter=314, step_size=0.893, tol=0.00217]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2266.32it/s, iter=314, step_size=0.893, tol=0.00217]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2264.54it/s, iter=315, step_size=0.893, tol=0.00216]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2259.35it/s, iter=315, step_size=0.893, tol=0.00216]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2257.62it/s, iter=316, step_size=0.893, tol=0.00215]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2252.42it/s, iter=316, step_size=0.893, tol=0.00215]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2250.67it/s, iter=317, step_size=0.893, tol=0.00213]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2245.49it/s, iter=317, step_size=0.893, tol=0.00213]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2243.75it/s, iter=318, step_size=0.893, tol=0.00212]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2238.61it/s, iter=318, step_size=0.893, tol=0.00212]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2236.81it/s, iter=319, step_size=0.893, tol=0.00211]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2231.70it/s, iter=319, step_size=0.893, tol=0.00211]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2229.99it/s, iter=320, step_size=0.893, tol=0.0021]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2224.93it/s, iter=320, step_size=0.893, tol=0.0021]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2223.25it/s, iter=321, step_size=0.893, tol=0.00209]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2218.25it/s, iter=321, step_size=0.893, tol=0.00209]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2216.56it/s, iter=322, step_size=0.893, tol=0.00208]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2211.53it/s, iter=322, step_size=0.893, tol=0.00208]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2209.49it/s, iter=323, step_size=0.893, tol=0.00207]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2204.23it/s, iter=323, step_size=0.893, tol=0.00207]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2202.57it/s, iter=324, step_size=0.893, tol=0.00206]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2197.67it/s, iter=324, step_size=0.893, tol=0.00206]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2196.03it/s, iter=325, step_size=0.893, tol=0.00205]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2191.11it/s, iter=325, step_size=0.893, tol=0.00205]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2189.45it/s, iter=326, step_size=0.893, tol=0.00204]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2184.57it/s, iter=326, step_size=0.893, tol=0.00204]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2182.92it/s, iter=327, step_size=0.893, tol=0.00203]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2178.07it/s, iter=327, step_size=0.893, tol=0.00203]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2176.44it/s, iter=328, step_size=0.893, tol=0.00202]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2171.60it/s, iter=328, step_size=0.893, tol=0.00202]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2169.98it/s, iter=329, step_size=0.893, tol=0.00201]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2165.17it/s, iter=329, step_size=0.893, tol=0.00201]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2163.49it/s, iter=330, step_size=0.893, tol=0.00199]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2158.69it/s, iter=330, step_size=0.893, tol=0.00199]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2157.08it/s, iter=331, step_size=0.893, tol=0.00198]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2152.34it/s, iter=331, step_size=0.893, tol=0.00198]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2150.73it/s, iter=332, step_size=0.893, tol=0.00197]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2145.98it/s, iter=332, step_size=0.893, tol=0.00197]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2144.38it/s, iter=333, step_size=0.893, tol=0.00196]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2139.65it/s, iter=333, step_size=0.893, tol=0.00196]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2138.05it/s, iter=334, step_size=0.893, tol=0.00195]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2133.36it/s, iter=334, step_size=0.893, tol=0.00195]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2131.79it/s, iter=335, step_size=0.893, tol=0.00194]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2127.17it/s, iter=335, step_size=0.893, tol=0.00194]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2125.61it/s, iter=336, step_size=0.893, tol=0.00193]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2121.00it/s, iter=336, step_size=0.893, tol=0.00193]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2119.44it/s, iter=337, step_size=0.893, tol=0.00192]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2114.85it/s, iter=337, step_size=0.893, tol=0.00192]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2113.31it/s, iter=338, step_size=0.893, tol=0.00191]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2108.74it/s, iter=338, step_size=0.893, tol=0.00191]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2107.22it/s, iter=339, step_size=0.893, tol=0.0019]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2102.70it/s, iter=339, step_size=0.893, tol=0.0019]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2101.19it/s, iter=340, step_size=0.893, tol=0.00189]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2096.57it/s, iter=340, step_size=0.893, tol=0.00189]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2095.05it/s, iter=341, step_size=0.893, tol=0.00188]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2090.56it/s, iter=341, step_size=0.893, tol=0.00188]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2089.05it/s, iter=342, step_size=0.893, tol=0.00188]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2084.59it/s, iter=342, step_size=0.893, tol=0.00188]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2083.11it/s, iter=343, step_size=0.893, tol=0.00187]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2078.68it/s, iter=343, step_size=0.893, tol=0.00187]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2077.20it/s, iter=344, step_size=0.893, tol=0.00186]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2072.08it/s, iter=344, step_size=0.893, tol=0.00186]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2070.60it/s, iter=345, step_size=0.893, tol=0.00185]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2066.22it/s, iter=345, step_size=0.893, tol=0.00185]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2064.74it/s, iter=346, step_size=0.893, tol=0.00184]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2060.13it/s, iter=346, step_size=0.893, tol=0.00184]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2057.21it/s, iter=347, step_size=0.893, tol=0.00183]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2051.96it/s, iter=347, step_size=0.893, tol=0.00183]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2050.51it/s, iter=348, step_size=0.893, tol=0.00182]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2046.23it/s, iter=348, step_size=0.893, tol=0.00182]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2044.78it/s, iter=349, step_size=0.893, tol=0.00181]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2040.52it/s, iter=349, step_size=0.893, tol=0.00181]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2039.11it/s, iter=350, step_size=0.893, tol=0.0018]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2034.88it/s, iter=350, step_size=0.893, tol=0.0018]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2033.04it/s, iter=351, step_size=0.893, tol=0.00179]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2027.67it/s, iter=351, step_size=0.893, tol=0.00179]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2026.24it/s, iter=352, step_size=0.893, tol=0.00178]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2022.02it/s, iter=352, step_size=0.893, tol=0.00178]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2020.60it/s, iter=353, step_size=0.893, tol=0.00177]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2015.81it/s, iter=353, step_size=0.893, tol=0.00177]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2014.42it/s, iter=354, step_size=0.893, tol=0.00176]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2010.28it/s, iter=354, step_size=0.893, tol=0.00176]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2008.90it/s, iter=355, step_size=0.893, tol=0.00176]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2004.80it/s, iter=355, step_size=0.893, tol=0.00176]
PGD: 5%|5 | 268/5000 [00:00<00:02, 2003.43it/s, iter=356, step_size=0.893, tol=0.00175]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1999.33it/s, iter=356, step_size=0.893, tol=0.00175]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1997.96it/s, iter=357, step_size=0.893, tol=0.00174]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1993.85it/s, iter=357, step_size=0.893, tol=0.00174]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1992.50it/s, iter=358, step_size=0.893, tol=0.00173]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1988.45it/s, iter=358, step_size=0.893, tol=0.00173]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1987.10it/s, iter=359, step_size=0.893, tol=0.00172]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1983.07it/s, iter=359, step_size=0.893, tol=0.00172]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1981.72it/s, iter=360, step_size=0.893, tol=0.00171]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1977.72it/s, iter=360, step_size=0.893, tol=0.00171]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1976.37it/s, iter=361, step_size=0.893, tol=0.0017]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1971.49it/s, iter=361, step_size=0.893, tol=0.0017]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1970.16it/s, iter=362, step_size=0.893, tol=0.0017]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1966.18it/s, iter=362, step_size=0.893, tol=0.0017]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1964.86it/s, iter=363, step_size=0.893, tol=0.00169]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1960.92it/s, iter=363, step_size=0.893, tol=0.00169]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1959.60it/s, iter=364, step_size=0.893, tol=0.00168]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1955.69it/s, iter=364, step_size=0.893, tol=0.00168]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1954.39it/s, iter=365, step_size=0.893, tol=0.00167]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1950.51it/s, iter=365, step_size=0.893, tol=0.00167]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1949.20it/s, iter=366, step_size=0.893, tol=0.00166]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1945.34it/s, iter=366, step_size=0.893, tol=0.00166]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1944.04it/s, iter=367, step_size=0.893, tol=0.00165]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1940.19it/s, iter=367, step_size=0.893, tol=0.00165]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1938.89it/s, iter=368, step_size=0.893, tol=0.00165]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1935.08it/s, iter=368, step_size=0.893, tol=0.00165]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1933.79it/s, iter=369, step_size=0.893, tol=0.00164]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1929.99it/s, iter=369, step_size=0.893, tol=0.00164]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1928.71it/s, iter=370, step_size=0.893, tol=0.00163]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1924.93it/s, iter=370, step_size=0.893, tol=0.00163]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1923.65it/s, iter=371, step_size=0.893, tol=0.00162]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1919.88it/s, iter=371, step_size=0.893, tol=0.00162]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1918.34it/s, iter=372, step_size=0.893, tol=0.00161]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1911.62it/s, iter=372, step_size=0.893, tol=0.00161]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1910.15it/s, iter=373, step_size=0.893, tol=0.00161]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1906.40it/s, iter=373, step_size=0.893, tol=0.00161]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1905.15it/s, iter=374, step_size=0.893, tol=0.0016]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1901.44it/s, iter=374, step_size=0.893, tol=0.0016]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1900.20it/s, iter=375, step_size=0.893, tol=0.00159]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1896.52it/s, iter=375, step_size=0.893, tol=0.00159]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1895.28it/s, iter=376, step_size=0.893, tol=0.00158]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1891.60it/s, iter=376, step_size=0.893, tol=0.00158]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1890.37it/s, iter=377, step_size=0.893, tol=0.00157]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1886.72it/s, iter=377, step_size=0.893, tol=0.00157]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1885.50it/s, iter=378, step_size=0.893, tol=0.00157]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1881.89it/s, iter=378, step_size=0.893, tol=0.00157]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1880.68it/s, iter=379, step_size=0.893, tol=0.00156]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1877.08it/s, iter=379, step_size=0.893, tol=0.00156]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1875.86it/s, iter=380, step_size=0.893, tol=0.00155]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1872.25it/s, iter=380, step_size=0.893, tol=0.00155]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1871.05it/s, iter=381, step_size=0.893, tol=0.00154]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1867.47it/s, iter=381, step_size=0.893, tol=0.00154]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1866.26it/s, iter=382, step_size=0.893, tol=0.00154]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1862.17it/s, iter=382, step_size=0.893, tol=0.00154]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1860.96it/s, iter=383, step_size=0.893, tol=0.00153]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1857.41it/s, iter=383, step_size=0.893, tol=0.00153]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1856.22it/s, iter=384, step_size=0.893, tol=0.00152]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1852.24it/s, iter=384, step_size=0.893, tol=0.00152]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1851.05it/s, iter=385, step_size=0.893, tol=0.00151]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1847.55it/s, iter=385, step_size=0.893, tol=0.00151]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1846.37it/s, iter=386, step_size=0.893, tol=0.00151]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1842.91it/s, iter=386, step_size=0.893, tol=0.00151]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1841.72it/s, iter=387, step_size=0.893, tol=0.0015]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1838.27it/s, iter=387, step_size=0.893, tol=0.0015]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1836.81it/s, iter=388, step_size=0.893, tol=0.00149]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1833.15it/s, iter=388, step_size=0.893, tol=0.00149]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1832.00it/s, iter=389, step_size=0.893, tol=0.00148]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1828.59it/s, iter=389, step_size=0.893, tol=0.00148]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1827.44it/s, iter=390, step_size=0.893, tol=0.00148]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1824.04it/s, iter=390, step_size=0.893, tol=0.00148]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1822.90it/s, iter=391, step_size=0.893, tol=0.00147]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1819.52it/s, iter=391, step_size=0.893, tol=0.00147]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1818.38it/s, iter=392, step_size=0.893, tol=0.00146]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1815.01it/s, iter=392, step_size=0.893, tol=0.00146]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1813.88it/s, iter=393, step_size=0.893, tol=0.00146]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1809.76it/s, iter=393, step_size=0.893, tol=0.00146]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1808.64it/s, iter=394, step_size=0.893, tol=0.00145]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1805.30it/s, iter=394, step_size=0.893, tol=0.00145]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1804.18it/s, iter=395, step_size=0.893, tol=0.00144]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1800.87it/s, iter=395, step_size=0.893, tol=0.00144]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1799.75it/s, iter=396, step_size=0.893, tol=0.00143]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1796.43it/s, iter=396, step_size=0.893, tol=0.00143]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1795.31it/s, iter=397, step_size=0.893, tol=0.00143]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1792.03it/s, iter=397, step_size=0.893, tol=0.00143]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1790.93it/s, iter=398, step_size=0.893, tol=0.00142]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1787.65it/s, iter=398, step_size=0.893, tol=0.00142]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1786.56it/s, iter=399, step_size=0.893, tol=0.00141]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1783.30it/s, iter=399, step_size=0.893, tol=0.00141]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1782.22it/s, iter=400, step_size=0.893, tol=0.00141]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1778.97it/s, iter=400, step_size=0.893, tol=0.00141]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1777.87it/s, iter=401, step_size=0.893, tol=0.0014]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1774.65it/s, iter=401, step_size=0.893, tol=0.0014]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1773.57it/s, iter=402, step_size=0.893, tol=0.00139]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1770.37it/s, iter=402, step_size=0.893, tol=0.00139]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1769.27it/s, iter=403, step_size=0.893, tol=0.00139]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1766.08it/s, iter=403, step_size=0.893, tol=0.00139]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1764.56it/s, iter=404, step_size=0.893, tol=0.00138]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1761.33it/s, iter=404, step_size=0.893, tol=0.00138]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1760.26it/s, iter=405, step_size=0.893, tol=0.00137]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1757.10it/s, iter=405, step_size=0.893, tol=0.00137]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1756.04it/s, iter=406, step_size=0.893, tol=0.00137]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1752.90it/s, iter=406, step_size=0.893, tol=0.00137]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1751.83it/s, iter=407, step_size=0.893, tol=0.00136]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1748.68it/s, iter=407, step_size=0.893, tol=0.00136]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1747.65it/s, iter=408, step_size=0.893, tol=0.00135]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1744.52it/s, iter=408, step_size=0.893, tol=0.00135]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1743.46it/s, iter=409, step_size=0.893, tol=0.00135]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1740.37it/s, iter=409, step_size=0.893, tol=0.00135]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1739.33it/s, iter=410, step_size=0.893, tol=0.00134]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1736.24it/s, iter=410, step_size=0.893, tol=0.00134]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1735.20it/s, iter=411, step_size=0.893, tol=0.00133]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1732.13it/s, iter=411, step_size=0.893, tol=0.00133]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1731.09it/s, iter=412, step_size=0.893, tol=0.00133]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1728.04it/s, iter=412, step_size=0.893, tol=0.00133]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1727.00it/s, iter=413, step_size=0.893, tol=0.00132]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1723.94it/s, iter=413, step_size=0.893, tol=0.00132]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1722.92it/s, iter=414, step_size=0.893, tol=0.00131]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1719.37it/s, iter=414, step_size=0.893, tol=0.00131]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1718.19it/s, iter=415, step_size=0.893, tol=0.00131]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1714.75it/s, iter=415, step_size=0.893, tol=0.00131]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1713.74it/s, iter=416, step_size=0.893, tol=0.0013]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1710.75it/s, iter=416, step_size=0.893, tol=0.0013]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1709.74it/s, iter=417, step_size=0.893, tol=0.0013]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1706.76it/s, iter=417, step_size=0.893, tol=0.0013]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1705.75it/s, iter=418, step_size=0.893, tol=0.00129]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1702.76it/s, iter=418, step_size=0.893, tol=0.00129]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1701.76it/s, iter=419, step_size=0.893, tol=0.00128]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1698.80it/s, iter=419, step_size=0.893, tol=0.00128]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1697.80it/s, iter=420, step_size=0.893, tol=0.00128]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1694.87it/s, iter=420, step_size=0.893, tol=0.00128]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1693.87it/s, iter=421, step_size=0.893, tol=0.00127]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1690.95it/s, iter=421, step_size=0.893, tol=0.00127]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1689.97it/s, iter=422, step_size=0.893, tol=0.00127]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1687.05it/s, iter=422, step_size=0.893, tol=0.00127]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1686.06it/s, iter=423, step_size=0.893, tol=0.00126]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1683.17it/s, iter=423, step_size=0.893, tol=0.00126]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1682.19it/s, iter=424, step_size=0.893, tol=0.00125]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1679.31it/s, iter=424, step_size=0.893, tol=0.00125]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1678.34it/s, iter=425, step_size=0.893, tol=0.00125]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1675.05it/s, iter=425, step_size=0.893, tol=0.00125]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1674.09it/s, iter=426, step_size=0.893, tol=0.00124]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1671.24it/s, iter=426, step_size=0.893, tol=0.00124]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1670.28it/s, iter=427, step_size=0.893, tol=0.00124]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1667.44it/s, iter=427, step_size=0.893, tol=0.00124]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1666.49it/s, iter=428, step_size=0.893, tol=0.00123]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1663.65it/s, iter=428, step_size=0.893, tol=0.00123]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1662.69it/s, iter=429, step_size=0.893, tol=0.00122]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1659.87it/s, iter=429, step_size=0.893, tol=0.00122]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1658.92it/s, iter=430, step_size=0.893, tol=0.00122]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1656.12it/s, iter=430, step_size=0.893, tol=0.00122]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1655.17it/s, iter=431, step_size=0.893, tol=0.00121]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1652.37it/s, iter=431, step_size=0.893, tol=0.00121]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1651.42it/s, iter=432, step_size=0.893, tol=0.00121]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1648.20it/s, iter=432, step_size=0.893, tol=0.00121]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1647.10it/s, iter=433, step_size=0.893, tol=0.0012]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1644.23it/s, iter=433, step_size=0.893, tol=0.0012]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1643.27it/s, iter=434, step_size=0.893, tol=0.0012]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1640.42it/s, iter=434, step_size=0.893, tol=0.0012]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1639.45it/s, iter=435, step_size=0.893, tol=0.00119]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1636.61it/s, iter=435, step_size=0.893, tol=0.00119]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1635.08it/s, iter=436, step_size=0.893, tol=0.00118]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1632.24it/s, iter=436, step_size=0.893, tol=0.00118]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1631.29it/s, iter=437, step_size=0.893, tol=0.00118]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1628.48it/s, iter=437, step_size=0.893, tol=0.00118]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1627.54it/s, iter=438, step_size=0.893, tol=0.00117]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1624.75it/s, iter=438, step_size=0.893, tol=0.00117]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1623.81it/s, iter=439, step_size=0.893, tol=0.00117]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1621.03it/s, iter=439, step_size=0.893, tol=0.00117]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1620.11it/s, iter=440, step_size=0.893, tol=0.00116]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1617.33it/s, iter=440, step_size=0.893, tol=0.00116]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1616.41it/s, iter=441, step_size=0.893, tol=0.00116]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1613.64it/s, iter=441, step_size=0.893, tol=0.00116]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1612.71it/s, iter=442, step_size=0.893, tol=0.00115]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1609.97it/s, iter=442, step_size=0.893, tol=0.00115]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1609.04it/s, iter=443, step_size=0.893, tol=0.00115]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1606.29it/s, iter=443, step_size=0.893, tol=0.00115]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1605.38it/s, iter=444, step_size=0.893, tol=0.00114]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1602.66it/s, iter=444, step_size=0.893, tol=0.00114]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1601.74it/s, iter=445, step_size=0.893, tol=0.00113]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1598.96it/s, iter=445, step_size=0.893, tol=0.00113]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1597.91it/s, iter=446, step_size=0.893, tol=0.00113]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1594.75it/s, iter=446, step_size=0.893, tol=0.00113]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1593.87it/s, iter=447, step_size=0.893, tol=0.00112]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1591.27it/s, iter=447, step_size=0.893, tol=0.00112]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1590.40it/s, iter=448, step_size=0.893, tol=0.00112]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1587.81it/s, iter=448, step_size=0.893, tol=0.00112]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1586.94it/s, iter=449, step_size=0.893, tol=0.00111]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1584.37it/s, iter=449, step_size=0.893, tol=0.00111]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1583.51it/s, iter=450, step_size=0.893, tol=0.00111]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1580.96it/s, iter=450, step_size=0.893, tol=0.00111]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1580.11it/s, iter=451, step_size=0.893, tol=0.0011]
PGD: 5%|5 | 268/5000 [00:00<00:02, 1577.55it/s, iter=451, step_size=0.893, tol=0.0011]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1576.69it/s, iter=452, step_size=0.893, tol=0.0011]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1574.15it/s, iter=452, step_size=0.893, tol=0.0011]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1573.30it/s, iter=453, step_size=0.893, tol=0.00109]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1570.78it/s, iter=453, step_size=0.893, tol=0.00109]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1569.93it/s, iter=454, step_size=0.893, tol=0.00109]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1567.42it/s, iter=454, step_size=0.893, tol=0.00109]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1566.58it/s, iter=455, step_size=0.893, tol=0.00108]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1564.08it/s, iter=455, step_size=0.893, tol=0.00108]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1563.25it/s, iter=456, step_size=0.893, tol=0.00108]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1560.74it/s, iter=456, step_size=0.893, tol=0.00108]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1559.71it/s, iter=457, step_size=0.893, tol=0.00107]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1557.05it/s, iter=457, step_size=0.893, tol=0.00107]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1556.23it/s, iter=458, step_size=0.893, tol=0.00107]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1553.75it/s, iter=458, step_size=0.893, tol=0.00107]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1552.92it/s, iter=459, step_size=0.893, tol=0.00106]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1550.43it/s, iter=459, step_size=0.893, tol=0.00106]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1549.60it/s, iter=460, step_size=0.893, tol=0.00106]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1547.12it/s, iter=460, step_size=0.893, tol=0.00106]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1546.29it/s, iter=461, step_size=0.893, tol=0.00105]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1543.85it/s, iter=461, step_size=0.893, tol=0.00105]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1543.03it/s, iter=462, step_size=0.893, tol=0.00105]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1540.60it/s, iter=462, step_size=0.893, tol=0.00105]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1539.78it/s, iter=463, step_size=0.893, tol=0.00104]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1537.37it/s, iter=463, step_size=0.893, tol=0.00104]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1536.56it/s, iter=464, step_size=0.893, tol=0.00104]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1534.13it/s, iter=464, step_size=0.893, tol=0.00104]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1533.33it/s, iter=465, step_size=0.893, tol=0.00103]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1530.94it/s, iter=465, step_size=0.893, tol=0.00103]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1530.13it/s, iter=466, step_size=0.893, tol=0.00103]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1527.75it/s, iter=466, step_size=0.893, tol=0.00103]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1526.95it/s, iter=467, step_size=0.893, tol=0.00102]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1524.53it/s, iter=467, step_size=0.893, tol=0.00102]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1523.73it/s, iter=468, step_size=0.893, tol=0.00102]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1521.35it/s, iter=468, step_size=0.893, tol=0.00102]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1520.55it/s, iter=469, step_size=0.893, tol=0.00101]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1518.19it/s, iter=469, step_size=0.893, tol=0.00101]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1517.40it/s, iter=470, step_size=0.893, tol=0.00101]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1515.05it/s, iter=470, step_size=0.893, tol=0.00101]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1514.27it/s, iter=471, step_size=0.893, tol=0.001]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1511.93it/s, iter=471, step_size=0.893, tol=0.001]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1511.15it/s, iter=472, step_size=0.893, tol=0.001]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1508.81it/s, iter=472, step_size=0.893, tol=0.001]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1508.01it/s, iter=473, step_size=0.893, tol=0.000995]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1505.69it/s, iter=473, step_size=0.893, tol=0.000995]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1504.90it/s, iter=474, step_size=0.893, tol=0.000991]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1502.57it/s, iter=474, step_size=0.893, tol=0.000991]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1501.78it/s, iter=475, step_size=0.893, tol=0.000986]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1499.46it/s, iter=475, step_size=0.893, tol=0.000986]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1498.68it/s, iter=476, step_size=0.893, tol=0.000981]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1496.36it/s, iter=476, step_size=0.893, tol=0.000981]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1495.40it/s, iter=477, step_size=0.893, tol=0.000977]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1492.66it/s, iter=477, step_size=0.893, tol=0.000977]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1491.89it/s, iter=478, step_size=0.893, tol=0.000972]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1489.56it/s, iter=478, step_size=0.893, tol=0.000972]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1488.79it/s, iter=479, step_size=0.893, tol=0.000968]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1486.51it/s, iter=479, step_size=0.893, tol=0.000968]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1485.74it/s, iter=480, step_size=0.893, tol=0.000963]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1483.47it/s, iter=480, step_size=0.893, tol=0.000963]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1482.71it/s, iter=481, step_size=0.893, tol=0.000959]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1480.45it/s, iter=481, step_size=0.893, tol=0.000959]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1479.69it/s, iter=482, step_size=0.893, tol=0.000955]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1477.45it/s, iter=482, step_size=0.893, tol=0.000955]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1476.69it/s, iter=483, step_size=0.893, tol=0.00095]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1474.44it/s, iter=483, step_size=0.893, tol=0.00095]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1473.68it/s, iter=484, step_size=0.893, tol=0.000946]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1471.45it/s, iter=484, step_size=0.893, tol=0.000946]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1470.70it/s, iter=485, step_size=0.893, tol=0.000941]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1468.21it/s, iter=485, step_size=0.893, tol=0.000941]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1467.47it/s, iter=486, step_size=0.893, tol=0.000937]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1465.27it/s, iter=486, step_size=0.893, tol=0.000937]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1464.53it/s, iter=487, step_size=0.893, tol=0.000933]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1462.34it/s, iter=487, step_size=0.893, tol=0.000933]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1461.60it/s, iter=488, step_size=0.893, tol=0.000928]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1459.42it/s, iter=488, step_size=0.893, tol=0.000928]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1458.31it/s, iter=489, step_size=0.893, tol=0.000924]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1455.78it/s, iter=489, step_size=0.893, tol=0.000924]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1455.05it/s, iter=490, step_size=0.893, tol=0.00092]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1452.88it/s, iter=490, step_size=0.893, tol=0.00092]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1452.14it/s, iter=491, step_size=0.893, tol=0.000916]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1449.98it/s, iter=491, step_size=0.893, tol=0.000916]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1449.26it/s, iter=492, step_size=0.893, tol=0.000911]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1447.12it/s, iter=492, step_size=0.893, tol=0.000911]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1446.40it/s, iter=493, step_size=0.893, tol=0.000907]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1444.25it/s, iter=493, step_size=0.893, tol=0.000907]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1443.54it/s, iter=494, step_size=0.893, tol=0.000903]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1441.40it/s, iter=494, step_size=0.893, tol=0.000903]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1440.69it/s, iter=495, step_size=0.893, tol=0.000899]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1438.56it/s, iter=495, step_size=0.893, tol=0.000899]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1437.86it/s, iter=496, step_size=0.893, tol=0.000895]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1435.76it/s, iter=496, step_size=0.893, tol=0.000895]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1435.05it/s, iter=497, step_size=0.893, tol=0.000891]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1432.95it/s, iter=497, step_size=0.893, tol=0.000891]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1432.25it/s, iter=498, step_size=0.893, tol=0.000886]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1430.14it/s, iter=498, step_size=0.893, tol=0.000886]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1429.44it/s, iter=499, step_size=0.893, tol=0.000882]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1427.37it/s, iter=499, step_size=0.893, tol=0.000882]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1426.64it/s, iter=500, step_size=0.893, tol=0.000878]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1424.56it/s, iter=500, step_size=0.893, tol=0.000878]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1423.86it/s, iter=501, step_size=0.893, tol=0.000874]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1421.78it/s, iter=501, step_size=0.893, tol=0.000874]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1421.09it/s, iter=502, step_size=0.893, tol=0.00087]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1419.03it/s, iter=502, step_size=0.893, tol=0.00087]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1418.33it/s, iter=503, step_size=0.893, tol=0.000866]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1416.28it/s, iter=503, step_size=0.893, tol=0.000866]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1415.32it/s, iter=504, step_size=0.893, tol=0.000862]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1412.27it/s, iter=504, step_size=0.893, tol=0.000862]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1410.96it/s, iter=505, step_size=0.893, tol=0.000858]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1408.14it/s, iter=505, step_size=0.893, tol=0.000858]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1406.98it/s, iter=506, step_size=0.893, tol=0.000854]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1404.00it/s, iter=506, step_size=0.893, tol=0.000854]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1402.74it/s, iter=507, step_size=0.893, tol=0.000851]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1399.53it/s, iter=507, step_size=0.893, tol=0.000851]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1398.48it/s, iter=508, step_size=0.893, tol=0.000847]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1394.88it/s, iter=508, step_size=0.893, tol=0.000847]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1393.84it/s, iter=509, step_size=0.893, tol=0.000843]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1390.60it/s, iter=509, step_size=0.893, tol=0.000843]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1389.57it/s, iter=510, step_size=0.893, tol=0.000839]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1386.32it/s, iter=510, step_size=0.893, tol=0.000839]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1385.29it/s, iter=511, step_size=0.893, tol=0.000835]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1382.11it/s, iter=511, step_size=0.893, tol=0.000835]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1381.09it/s, iter=512, step_size=0.893, tol=0.000831]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1377.92it/s, iter=512, step_size=0.893, tol=0.000831]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1376.91it/s, iter=513, step_size=0.893, tol=0.000827]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1373.76it/s, iter=513, step_size=0.893, tol=0.000827]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1372.76it/s, iter=514, step_size=0.893, tol=0.000824]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1369.60it/s, iter=514, step_size=0.893, tol=0.000824]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1368.32it/s, iter=515, step_size=0.893, tol=0.00082]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1364.92it/s, iter=515, step_size=0.893, tol=0.00082]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1363.91it/s, iter=516, step_size=0.893, tol=0.000816]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1360.82it/s, iter=516, step_size=0.893, tol=0.000816]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1359.83it/s, iter=517, step_size=0.893, tol=0.000812]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1356.78it/s, iter=517, step_size=0.893, tol=0.000812]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1355.83it/s, iter=518, step_size=0.893, tol=0.000809]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1352.81it/s, iter=518, step_size=0.893, tol=0.000809]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1351.82it/s, iter=519, step_size=0.893, tol=0.000805]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1348.77it/s, iter=519, step_size=0.893, tol=0.000805]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1347.81it/s, iter=520, step_size=0.893, tol=0.000801]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1344.87it/s, iter=520, step_size=0.893, tol=0.000801]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1343.95it/s, iter=521, step_size=0.893, tol=0.000798]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1340.77it/s, iter=521, step_size=0.893, tol=0.000798]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1339.80it/s, iter=522, step_size=0.893, tol=0.000794]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1336.83it/s, iter=522, step_size=0.893, tol=0.000794]
PGD: 5%|5 | 268/5000 [00:00<00:03, 1335.91it/s, iter=523, step_size=0.893, tol=0.00079]
PGD: 10%|# | 524/5000 [00:00<00:01, 2610.70it/s, iter=523, step_size=0.893, tol=0.00079]
PGD: 10%|# | 524/5000 [00:00<00:01, 2605.32it/s, iter=523, step_size=0.893, tol=0.00079]
PGD: 10%|# | 524/5000 [00:00<00:01, 2603.54it/s, iter=524, step_size=0.893, tol=0.000787]
PGD: 10%|# | 524/5000 [00:00<00:01, 2598.14it/s, iter=524, step_size=0.893, tol=0.000787]
PGD: 10%|# | 524/5000 [00:00<00:01, 2596.43it/s, iter=525, step_size=0.893, tol=0.000783]
PGD: 10%|# | 524/5000 [00:00<00:01, 2590.84it/s, iter=525, step_size=0.893, tol=0.000783]
PGD: 10%|# | 524/5000 [00:00<00:01, 2589.12it/s, iter=526, step_size=0.893, tol=0.00078]
PGD: 10%|# | 524/5000 [00:00<00:01, 2583.27it/s, iter=526, step_size=0.893, tol=0.00078]
PGD: 10%|# | 524/5000 [00:00<00:01, 2581.53it/s, iter=527, step_size=0.893, tol=0.000776]
PGD: 10%|# | 524/5000 [00:00<00:01, 2576.12it/s, iter=527, step_size=0.893, tol=0.000776]
PGD: 10%|# | 524/5000 [00:00<00:01, 2574.40it/s, iter=528, step_size=0.893, tol=0.000773]
PGD: 10%|# | 524/5000 [00:00<00:01, 2568.68it/s, iter=528, step_size=0.893, tol=0.000773]
PGD: 10%|# | 524/5000 [00:00<00:01, 2566.95it/s, iter=529, step_size=0.893, tol=0.000769]
PGD: 10%|# | 524/5000 [00:00<00:01, 2561.57it/s, iter=529, step_size=0.893, tol=0.000769]
PGD: 10%|# | 524/5000 [00:00<00:01, 2559.87it/s, iter=530, step_size=0.893, tol=0.000766]
PGD: 10%|# | 524/5000 [00:00<00:01, 2554.60it/s, iter=530, step_size=0.893, tol=0.000766]
PGD: 10%|# | 524/5000 [00:00<00:01, 2552.87it/s, iter=531, step_size=0.893, tol=0.000762]
PGD: 10%|# | 524/5000 [00:00<00:01, 2547.64it/s, iter=531, step_size=0.893, tol=0.000762]
PGD: 10%|# | 524/5000 [00:00<00:01, 2545.97it/s, iter=532, step_size=0.893, tol=0.000759]
PGD: 10%|# | 524/5000 [00:00<00:01, 2540.75it/s, iter=532, step_size=0.893, tol=0.000759]
PGD: 10%|# | 524/5000 [00:00<00:01, 2539.13it/s, iter=533, step_size=0.893, tol=0.000755]
PGD: 10%|# | 524/5000 [00:00<00:01, 2533.95it/s, iter=533, step_size=0.893, tol=0.000755]
PGD: 10%|# | 524/5000 [00:00<00:01, 2532.36it/s, iter=534, step_size=0.893, tol=0.000752]
PGD: 10%|# | 524/5000 [00:00<00:01, 2527.46it/s, iter=534, step_size=0.893, tol=0.000752]
PGD: 10%|# | 524/5000 [00:00<00:01, 2525.80it/s, iter=535, step_size=0.893, tol=0.000748]
PGD: 10%|# | 524/5000 [00:00<00:01, 2519.90it/s, iter=535, step_size=0.893, tol=0.000748]
PGD: 10%|# | 524/5000 [00:00<00:01, 2516.04it/s, iter=536, step_size=0.893, tol=0.000745]
PGD: 10%|# | 524/5000 [00:00<00:01, 2510.92it/s, iter=536, step_size=0.893, tol=0.000745]
PGD: 10%|# | 524/5000 [00:00<00:01, 2509.20it/s, iter=537, step_size=0.893, tol=0.000741]
PGD: 10%|# | 524/5000 [00:00<00:01, 2502.64it/s, iter=537, step_size=0.893, tol=0.000741]
PGD: 10%|# | 524/5000 [00:00<00:01, 2500.91it/s, iter=538, step_size=0.893, tol=0.000738]
PGD: 10%|# | 524/5000 [00:00<00:01, 2495.53it/s, iter=538, step_size=0.893, tol=0.000738]
PGD: 10%|# | 524/5000 [00:00<00:01, 2493.81it/s, iter=539, step_size=0.893, tol=0.000735]
PGD: 10%|# | 524/5000 [00:00<00:01, 2488.49it/s, iter=539, step_size=0.893, tol=0.000735]
PGD: 10%|# | 524/5000 [00:00<00:01, 2486.81it/s, iter=540, step_size=0.893, tol=0.000731]
PGD: 10%|# | 524/5000 [00:00<00:01, 2480.57it/s, iter=540, step_size=0.893, tol=0.000731]
PGD: 10%|# | 524/5000 [00:00<00:01, 2478.71it/s, iter=541, step_size=0.893, tol=0.000728]
PGD: 10%|# | 524/5000 [00:00<00:01, 2474.26it/s, iter=541, step_size=0.893, tol=0.000728]
PGD: 10%|# | 524/5000 [00:00<00:01, 2471.94it/s, iter=542, step_size=0.893, tol=0.000725]
PGD: 10%|# | 524/5000 [00:00<00:01, 2467.79it/s, iter=542, step_size=0.893, tol=0.000725]
PGD: 10%|# | 524/5000 [00:00<00:01, 2466.66it/s, iter=543, step_size=0.893, tol=0.000722]
PGD: 10%|# | 524/5000 [00:00<00:01, 2462.70it/s, iter=543, step_size=0.893, tol=0.000722]
PGD: 10%|# | 524/5000 [00:00<00:01, 2461.57it/s, iter=544, step_size=0.893, tol=0.000718]
PGD: 10%|# | 524/5000 [00:00<00:01, 2458.27it/s, iter=544, step_size=0.893, tol=0.000718]
PGD: 10%|# | 524/5000 [00:00<00:01, 2457.17it/s, iter=545, step_size=0.893, tol=0.000715]
PGD: 10%|# | 524/5000 [00:00<00:01, 2453.90it/s, iter=545, step_size=0.893, tol=0.000715]
PGD: 10%|# | 524/5000 [00:00<00:01, 2452.81it/s, iter=546, step_size=0.893, tol=0.000712]
PGD: 10%|# | 524/5000 [00:00<00:01, 2449.57it/s, iter=546, step_size=0.893, tol=0.000712]
PGD: 10%|# | 524/5000 [00:00<00:01, 2448.49it/s, iter=547, step_size=0.893, tol=0.000709]
PGD: 10%|# | 524/5000 [00:00<00:01, 2444.85it/s, iter=547, step_size=0.893, tol=0.000709]
PGD: 10%|# | 524/5000 [00:00<00:01, 2443.76it/s, iter=548, step_size=0.893, tol=0.000705]
PGD: 10%|# | 524/5000 [00:00<00:01, 2440.55it/s, iter=548, step_size=0.893, tol=0.000705]
PGD: 10%|# | 524/5000 [00:00<00:01, 2439.25it/s, iter=549, step_size=0.893, tol=0.000702]
PGD: 10%|# | 524/5000 [00:00<00:01, 2434.58it/s, iter=549, step_size=0.893, tol=0.000702]
PGD: 10%|# | 524/5000 [00:00<00:01, 2433.51it/s, iter=550, step_size=0.893, tol=0.000699]
PGD: 10%|# | 524/5000 [00:00<00:01, 2430.32it/s, iter=550, step_size=0.893, tol=0.000699]
PGD: 10%|# | 524/5000 [00:00<00:01, 2429.26it/s, iter=551, step_size=0.893, tol=0.000696]
PGD: 10%|# | 524/5000 [00:00<00:01, 2425.97it/s, iter=551, step_size=0.893, tol=0.000696]
PGD: 10%|# | 524/5000 [00:00<00:01, 2424.90it/s, iter=552, step_size=0.893, tol=0.000693]
PGD: 10%|# | 524/5000 [00:00<00:01, 2421.73it/s, iter=552, step_size=0.893, tol=0.000693]
PGD: 10%|# | 524/5000 [00:00<00:01, 2420.65it/s, iter=553, step_size=0.893, tol=0.00069]
PGD: 10%|# | 524/5000 [00:00<00:01, 2417.49it/s, iter=553, step_size=0.893, tol=0.00069]
PGD: 10%|# | 524/5000 [00:00<00:01, 2416.43it/s, iter=554, step_size=0.893, tol=0.000686]
PGD: 10%|# | 524/5000 [00:00<00:01, 2413.29it/s, iter=554, step_size=0.893, tol=0.000686]
PGD: 10%|# | 524/5000 [00:00<00:01, 2412.23it/s, iter=555, step_size=0.893, tol=0.000683]
PGD: 10%|# | 524/5000 [00:00<00:01, 2386.91it/s, iter=555, step_size=0.893, tol=0.000683]
PGD: 10%|# | 524/5000 [00:00<00:01, 2385.33it/s, iter=556, step_size=0.893, tol=0.00068]
PGD: 10%|# | 524/5000 [00:00<00:01, 2379.50it/s, iter=556, step_size=0.893, tol=0.00068]
PGD: 10%|# | 524/5000 [00:00<00:01, 2377.86it/s, iter=557, step_size=0.893, tol=0.000677]
PGD: 10%|# | 524/5000 [00:00<00:01, 2372.44it/s, iter=557, step_size=0.893, tol=0.000677]
PGD: 10%|# | 524/5000 [00:00<00:01, 2370.75it/s, iter=558, step_size=0.893, tol=0.000674]
PGD: 10%|# | 524/5000 [00:00<00:01, 2365.91it/s, iter=558, step_size=0.893, tol=0.000674]
PGD: 10%|# | 524/5000 [00:00<00:01, 2364.17it/s, iter=559, step_size=0.893, tol=0.000671]
PGD: 10%|# | 524/5000 [00:00<00:01, 2358.78it/s, iter=559, step_size=0.893, tol=0.000671]
PGD: 10%|# | 524/5000 [00:00<00:01, 2357.08it/s, iter=560, step_size=0.893, tol=0.000668]
PGD: 10%|# | 524/5000 [00:00<00:01, 2351.69it/s, iter=560, step_size=0.893, tol=0.000668]
PGD: 10%|# | 524/5000 [00:00<00:01, 2350.07it/s, iter=561, step_size=0.893, tol=0.000665]
PGD: 10%|# | 524/5000 [00:00<00:01, 2344.80it/s, iter=561, step_size=0.893, tol=0.000665]
PGD: 10%|# | 524/5000 [00:00<00:01, 2343.18it/s, iter=562, step_size=0.893, tol=0.000662]
PGD: 10%|# | 524/5000 [00:00<00:01, 2337.54it/s, iter=562, step_size=0.893, tol=0.000662]
PGD: 10%|# | 524/5000 [00:00<00:01, 2335.94it/s, iter=563, step_size=0.893, tol=0.000659]
PGD: 10%|# | 524/5000 [00:00<00:01, 2330.76it/s, iter=563, step_size=0.893, tol=0.000659]
PGD: 10%|# | 524/5000 [00:00<00:01, 2329.17it/s, iter=564, step_size=0.893, tol=0.000656]
PGD: 10%|# | 524/5000 [00:00<00:01, 2324.01it/s, iter=564, step_size=0.893, tol=0.000656]
PGD: 10%|# | 524/5000 [00:00<00:01, 2322.39it/s, iter=565, step_size=0.893, tol=0.000653]
PGD: 10%|# | 524/5000 [00:00<00:01, 2316.84it/s, iter=565, step_size=0.893, tol=0.000653]
PGD: 10%|# | 524/5000 [00:00<00:01, 2315.22it/s, iter=566, step_size=0.893, tol=0.00065]
PGD: 10%|# | 524/5000 [00:00<00:01, 2310.25it/s, iter=566, step_size=0.893, tol=0.00065]
PGD: 10%|# | 524/5000 [00:00<00:01, 2308.60it/s, iter=567, step_size=0.893, tol=0.000647]
PGD: 10%|# | 524/5000 [00:00<00:01, 2302.87it/s, iter=567, step_size=0.893, tol=0.000647]
PGD: 10%|# | 524/5000 [00:00<00:01, 2300.92it/s, iter=568, step_size=0.893, tol=0.000644]
PGD: 10%|# | 524/5000 [00:00<00:01, 2294.97it/s, iter=568, step_size=0.893, tol=0.000644]
PGD: 10%|# | 524/5000 [00:00<00:01, 2293.10it/s, iter=569, step_size=0.893, tol=0.000641]
PGD: 10%|# | 524/5000 [00:00<00:01, 2287.28it/s, iter=569, step_size=0.893, tol=0.000641]
PGD: 10%|# | 524/5000 [00:00<00:01, 2285.16it/s, iter=570, step_size=0.893, tol=0.000639]
PGD: 10%|# | 524/5000 [00:00<00:01, 2279.71it/s, iter=570, step_size=0.893, tol=0.000639]
PGD: 10%|# | 524/5000 [00:00<00:01, 2277.55it/s, iter=571, step_size=0.893, tol=0.000636]
PGD: 10%|# | 524/5000 [00:00<00:01, 2273.95it/s, iter=571, step_size=0.893, tol=0.000636]
PGD: 10%|# | 524/5000 [00:00<00:01, 2273.02it/s, iter=572, step_size=0.893, tol=0.000633]
PGD: 10%|# | 524/5000 [00:00<00:01, 2270.28it/s, iter=572, step_size=0.893, tol=0.000633]
PGD: 10%|# | 524/5000 [00:00<00:01, 2269.36it/s, iter=573, step_size=0.893, tol=0.00063]
PGD: 10%|# | 524/5000 [00:00<00:01, 2266.64it/s, iter=573, step_size=0.893, tol=0.00063]
PGD: 10%|# | 524/5000 [00:00<00:01, 2265.74it/s, iter=574, step_size=0.893, tol=0.000627]
PGD: 10%|# | 524/5000 [00:00<00:01, 2263.06it/s, iter=574, step_size=0.893, tol=0.000627]
PGD: 10%|# | 524/5000 [00:00<00:01, 2262.16it/s, iter=575, step_size=0.893, tol=0.000624]
PGD: 10%|# | 524/5000 [00:00<00:01, 2259.04it/s, iter=575, step_size=0.893, tol=0.000624]
PGD: 10%|# | 524/5000 [00:00<00:01, 2258.14it/s, iter=576, step_size=0.893, tol=0.000621]
PGD: 10%|# | 524/5000 [00:00<00:01, 2255.45it/s, iter=576, step_size=0.893, tol=0.000621]
PGD: 10%|# | 524/5000 [00:00<00:01, 2254.55it/s, iter=577, step_size=0.893, tol=0.000619]
PGD: 10%|# | 524/5000 [00:00<00:01, 2251.88it/s, iter=577, step_size=0.893, tol=0.000619]
PGD: 10%|# | 524/5000 [00:00<00:01, 2250.99it/s, iter=578, step_size=0.893, tol=0.000616]
PGD: 10%|# | 524/5000 [00:00<00:01, 2248.33it/s, iter=578, step_size=0.893, tol=0.000616]
PGD: 10%|# | 524/5000 [00:00<00:01, 2247.44it/s, iter=579, step_size=0.893, tol=0.000613]
PGD: 10%|# | 524/5000 [00:00<00:01, 2244.79it/s, iter=579, step_size=0.893, tol=0.000613]
PGD: 10%|# | 524/5000 [00:00<00:01, 2243.89it/s, iter=580, step_size=0.893, tol=0.00061]
PGD: 10%|# | 524/5000 [00:00<00:01, 2241.25it/s, iter=580, step_size=0.893, tol=0.00061]
PGD: 10%|# | 524/5000 [00:00<00:01, 2240.36it/s, iter=581, step_size=0.893, tol=0.000608]
PGD: 10%|# | 524/5000 [00:00<00:02, 2237.70it/s, iter=581, step_size=0.893, tol=0.000608]
PGD: 10%|# | 524/5000 [00:00<00:02, 2236.81it/s, iter=582, step_size=0.893, tol=0.000605]
PGD: 10%|# | 524/5000 [00:00<00:02, 2234.17it/s, iter=582, step_size=0.893, tol=0.000605]
PGD: 10%|# | 524/5000 [00:00<00:02, 2233.27it/s, iter=583, step_size=0.893, tol=0.000602]
PGD: 10%|# | 524/5000 [00:00<00:02, 2230.63it/s, iter=583, step_size=0.893, tol=0.000602]
PGD: 10%|# | 524/5000 [00:00<00:02, 2229.75it/s, iter=584, step_size=0.893, tol=0.000599]
PGD: 10%|# | 524/5000 [00:00<00:02, 2227.15it/s, iter=584, step_size=0.893, tol=0.000599]
PGD: 10%|# | 524/5000 [00:00<00:02, 2226.28it/s, iter=585, step_size=0.893, tol=0.000597]
PGD: 10%|# | 524/5000 [00:00<00:02, 2223.69it/s, iter=585, step_size=0.893, tol=0.000597]
PGD: 10%|# | 524/5000 [00:00<00:02, 2222.82it/s, iter=586, step_size=0.893, tol=0.000594]
PGD: 10%|# | 524/5000 [00:00<00:02, 2219.43it/s, iter=586, step_size=0.893, tol=0.000594]
PGD: 10%|# | 524/5000 [00:00<00:02, 2218.40it/s, iter=587, step_size=0.893, tol=0.000591]
PGD: 10%|# | 524/5000 [00:00<00:02, 2215.82it/s, iter=587, step_size=0.893, tol=0.000591]
PGD: 10%|# | 524/5000 [00:00<00:02, 2214.95it/s, iter=588, step_size=0.893, tol=0.000589]
PGD: 10%|# | 524/5000 [00:00<00:02, 2212.38it/s, iter=588, step_size=0.893, tol=0.000589]
PGD: 10%|# | 524/5000 [00:00<00:02, 2211.52it/s, iter=589, step_size=0.893, tol=0.000586]
PGD: 10%|# | 524/5000 [00:00<00:02, 2208.96it/s, iter=589, step_size=0.893, tol=0.000586]
PGD: 10%|# | 524/5000 [00:00<00:02, 2208.11it/s, iter=590, step_size=0.893, tol=0.000584]
PGD: 10%|# | 524/5000 [00:00<00:02, 2205.22it/s, iter=590, step_size=0.893, tol=0.000584]
PGD: 10%|# | 524/5000 [00:00<00:02, 2204.36it/s, iter=591, step_size=0.893, tol=0.000581]
PGD: 10%|# | 524/5000 [00:00<00:02, 2201.81it/s, iter=591, step_size=0.893, tol=0.000581]
PGD: 10%|# | 524/5000 [00:00<00:02, 2200.96it/s, iter=592, step_size=0.893, tol=0.000578]
PGD: 10%|# | 524/5000 [00:00<00:02, 2198.43it/s, iter=592, step_size=0.893, tol=0.000578]
PGD: 10%|# | 524/5000 [00:00<00:02, 2197.59it/s, iter=593, step_size=0.893, tol=0.000576]
PGD: 10%|# | 524/5000 [00:00<00:02, 2195.05it/s, iter=593, step_size=0.893, tol=0.000576]
PGD: 10%|# | 524/5000 [00:00<00:02, 2194.21it/s, iter=594, step_size=0.893, tol=0.000573]
PGD: 10%|# | 524/5000 [00:00<00:02, 2191.69it/s, iter=594, step_size=0.893, tol=0.000573]
PGD: 10%|# | 524/5000 [00:00<00:02, 2190.84it/s, iter=595, step_size=0.893, tol=0.000571]
PGD: 10%|# | 524/5000 [00:00<00:02, 2188.32it/s, iter=595, step_size=0.893, tol=0.000571]
PGD: 10%|# | 524/5000 [00:00<00:02, 2187.48it/s, iter=596, step_size=0.893, tol=0.000568]
PGD: 10%|# | 524/5000 [00:00<00:02, 2184.41it/s, iter=596, step_size=0.893, tol=0.000568]
PGD: 10%|# | 524/5000 [00:00<00:02, 2183.43it/s, iter=597, step_size=0.893, tol=0.000566]
PGD: 10%|# | 524/5000 [00:00<00:02, 2180.83it/s, iter=597, step_size=0.893, tol=0.000566]
PGD: 10%|# | 524/5000 [00:00<00:02, 2180.00it/s, iter=598, step_size=0.893, tol=0.000563]
PGD: 10%|# | 524/5000 [00:00<00:02, 2177.50it/s, iter=598, step_size=0.893, tol=0.000563]
PGD: 10%|# | 524/5000 [00:00<00:02, 2176.66it/s, iter=599, step_size=0.893, tol=0.00056]
PGD: 10%|# | 524/5000 [00:00<00:02, 2174.18it/s, iter=599, step_size=0.893, tol=0.00056]
PGD: 10%|# | 524/5000 [00:00<00:02, 2173.35it/s, iter=600, step_size=0.893, tol=0.000558]
PGD: 10%|# | 524/5000 [00:00<00:02, 2170.88it/s, iter=600, step_size=0.893, tol=0.000558]
PGD: 10%|# | 524/5000 [00:00<00:02, 2170.05it/s, iter=601, step_size=0.893, tol=0.000555]
PGD: 10%|# | 524/5000 [00:00<00:02, 2167.59it/s, iter=601, step_size=0.893, tol=0.000555]
PGD: 10%|# | 524/5000 [00:00<00:02, 2166.75it/s, iter=602, step_size=0.893, tol=0.000553]
PGD: 10%|# | 524/5000 [00:00<00:02, 2163.55it/s, iter=602, step_size=0.893, tol=0.000553]
PGD: 10%|# | 524/5000 [00:00<00:02, 2161.85it/s, iter=603, step_size=0.893, tol=0.000551]
PGD: 10%|# | 524/5000 [00:00<00:02, 2159.18it/s, iter=603, step_size=0.893, tol=0.000551]
PGD: 10%|# | 524/5000 [00:00<00:02, 2158.36it/s, iter=604, step_size=0.893, tol=0.000548]
PGD: 10%|# | 524/5000 [00:00<00:02, 2155.92it/s, iter=604, step_size=0.893, tol=0.000548]
PGD: 10%|# | 524/5000 [00:00<00:02, 2155.11it/s, iter=605, step_size=0.893, tol=0.000546]
PGD: 10%|# | 524/5000 [00:00<00:02, 2152.68it/s, iter=605, step_size=0.893, tol=0.000546]
PGD: 10%|# | 524/5000 [00:00<00:02, 2151.87it/s, iter=606, step_size=0.893, tol=0.000543]
PGD: 10%|# | 524/5000 [00:00<00:02, 2149.40it/s, iter=606, step_size=0.893, tol=0.000543]
PGD: 10%|# | 524/5000 [00:00<00:02, 2147.79it/s, iter=607, step_size=0.893, tol=0.000541]
PGD: 10%|# | 524/5000 [00:00<00:02, 2145.35it/s, iter=607, step_size=0.893, tol=0.000541]
PGD: 10%|# | 524/5000 [00:00<00:02, 2144.55it/s, iter=608, step_size=0.893, tol=0.000538]
PGD: 10%|# | 524/5000 [00:00<00:02, 2142.16it/s, iter=608, step_size=0.893, tol=0.000538]
PGD: 10%|# | 524/5000 [00:00<00:02, 2141.36it/s, iter=609, step_size=0.893, tol=0.000536]
PGD: 10%|# | 524/5000 [00:00<00:02, 2138.96it/s, iter=609, step_size=0.893, tol=0.000536]
PGD: 10%|# | 524/5000 [00:00<00:02, 2138.15it/s, iter=610, step_size=0.893, tol=0.000534]
PGD: 10%|# | 524/5000 [00:00<00:02, 2135.75it/s, iter=610, step_size=0.893, tol=0.000534]
PGD: 10%|# | 524/5000 [00:00<00:02, 2134.95it/s, iter=611, step_size=0.893, tol=0.000531]
PGD: 10%|# | 524/5000 [00:00<00:02, 2132.58it/s, iter=611, step_size=0.893, tol=0.000531]
PGD: 10%|# | 524/5000 [00:00<00:02, 2131.78it/s, iter=612, step_size=0.893, tol=0.000529]
PGD: 10%|# | 524/5000 [00:00<00:02, 2129.05it/s, iter=612, step_size=0.893, tol=0.000529]
PGD: 10%|# | 524/5000 [00:00<00:02, 2128.26it/s, iter=613, step_size=0.893, tol=0.000526]
PGD: 10%|# | 524/5000 [00:00<00:02, 2125.88it/s, iter=613, step_size=0.893, tol=0.000526]
PGD: 10%|# | 524/5000 [00:00<00:02, 2125.09it/s, iter=614, step_size=0.893, tol=0.000524]
PGD: 10%|# | 524/5000 [00:00<00:02, 2122.72it/s, iter=614, step_size=0.893, tol=0.000524]
PGD: 10%|# | 524/5000 [00:00<00:02, 2121.93it/s, iter=615, step_size=0.893, tol=0.000522]
PGD: 10%|# | 524/5000 [00:00<00:02, 2119.59it/s, iter=615, step_size=0.893, tol=0.000522]
PGD: 10%|# | 524/5000 [00:00<00:02, 2118.80it/s, iter=616, step_size=0.893, tol=0.000519]
PGD: 10%|# | 524/5000 [00:00<00:02, 2116.46it/s, iter=616, step_size=0.893, tol=0.000519]
PGD: 10%|# | 524/5000 [00:00<00:02, 2115.68it/s, iter=617, step_size=0.893, tol=0.000517]
PGD: 10%|# | 524/5000 [00:00<00:02, 2111.50it/s, iter=617, step_size=0.893, tol=0.000517]
PGD: 10%|# | 524/5000 [00:00<00:02, 2110.09it/s, iter=618, step_size=0.893, tol=0.000515]
PGD: 10%|# | 524/5000 [00:00<00:02, 2104.87it/s, iter=618, step_size=0.893, tol=0.000515]
PGD: 10%|# | 524/5000 [00:00<00:02, 2102.97it/s, iter=619, step_size=0.893, tol=0.000513]
PGD: 10%|# | 524/5000 [00:00<00:02, 2097.78it/s, iter=619, step_size=0.893, tol=0.000513]
PGD: 10%|# | 524/5000 [00:00<00:02, 2096.22it/s, iter=620, step_size=0.893, tol=0.00051]
PGD: 10%|# | 524/5000 [00:00<00:02, 2092.30it/s, iter=620, step_size=0.893, tol=0.00051]
PGD: 10%|# | 524/5000 [00:00<00:02, 2090.94it/s, iter=621, step_size=0.893, tol=0.000508]
PGD: 10%|# | 524/5000 [00:00<00:02, 2087.81it/s, iter=621, step_size=0.893, tol=0.000508]
PGD: 10%|# | 524/5000 [00:00<00:02, 2086.82it/s, iter=622, step_size=0.893, tol=0.000506]
PGD: 10%|# | 524/5000 [00:00<00:02, 2083.84it/s, iter=622, step_size=0.893, tol=0.000506]
PGD: 10%|# | 524/5000 [00:00<00:02, 2082.92it/s, iter=623, step_size=0.893, tol=0.000503]
PGD: 10%|# | 524/5000 [00:00<00:02, 2079.17it/s, iter=623, step_size=0.893, tol=0.000503]
PGD: 10%|# | 524/5000 [00:00<00:02, 2078.23it/s, iter=624, step_size=0.893, tol=0.000501]
PGD: 10%|# | 524/5000 [00:00<00:02, 2075.45it/s, iter=624, step_size=0.893, tol=0.000501]
PGD: 10%|# | 524/5000 [00:00<00:02, 2074.42it/s, iter=625, step_size=0.893, tol=0.000499]
PGD: 10%|# | 524/5000 [00:00<00:02, 2071.69it/s, iter=625, step_size=0.893, tol=0.000499]
PGD: 10%|# | 524/5000 [00:00<00:02, 2070.78it/s, iter=626, step_size=0.893, tol=0.000497]
PGD: 10%|# | 524/5000 [00:00<00:02, 2068.05it/s, iter=626, step_size=0.893, tol=0.000497]
PGD: 10%|# | 524/5000 [00:00<00:02, 2067.14it/s, iter=627, step_size=0.893, tol=0.000495]
PGD: 10%|# | 524/5000 [00:00<00:02, 2064.41it/s, iter=627, step_size=0.893, tol=0.000495]
PGD: 10%|# | 524/5000 [00:00<00:02, 2063.51it/s, iter=628, step_size=0.893, tol=0.000492]
PGD: 10%|# | 524/5000 [00:00<00:02, 2060.79it/s, iter=628, step_size=0.893, tol=0.000492]
PGD: 10%|# | 524/5000 [00:00<00:02, 2059.89it/s, iter=629, step_size=0.893, tol=0.00049]
PGD: 10%|# | 524/5000 [00:00<00:02, 2057.18it/s, iter=629, step_size=0.893, tol=0.00049]
PGD: 10%|# | 524/5000 [00:00<00:02, 2056.27it/s, iter=630, step_size=0.893, tol=0.000488]
PGD: 10%|# | 524/5000 [00:00<00:02, 2053.55it/s, iter=630, step_size=0.893, tol=0.000488]
PGD: 10%|# | 524/5000 [00:00<00:02, 2052.64it/s, iter=631, step_size=0.893, tol=0.000486]
PGD: 10%|# | 524/5000 [00:00<00:02, 2049.94it/s, iter=631, step_size=0.893, tol=0.000486]
PGD: 10%|# | 524/5000 [00:00<00:02, 2049.03it/s, iter=632, step_size=0.893, tol=0.000484]
PGD: 10%|# | 524/5000 [00:00<00:02, 2046.10it/s, iter=632, step_size=0.893, tol=0.000484]
PGD: 10%|# | 524/5000 [00:00<00:02, 2045.30it/s, iter=633, step_size=0.893, tol=0.000482]
PGD: 10%|# | 524/5000 [00:00<00:02, 2042.88it/s, iter=633, step_size=0.893, tol=0.000482]
PGD: 10%|# | 524/5000 [00:00<00:02, 2042.07it/s, iter=634, step_size=0.893, tol=0.000479]
PGD: 10%|# | 524/5000 [00:00<00:02, 2039.68it/s, iter=634, step_size=0.893, tol=0.000479]
PGD: 10%|# | 524/5000 [00:00<00:02, 2038.87it/s, iter=635, step_size=0.893, tol=0.000477]
PGD: 10%|# | 524/5000 [00:00<00:02, 2036.49it/s, iter=635, step_size=0.893, tol=0.000477]
PGD: 10%|# | 524/5000 [00:00<00:02, 2035.68it/s, iter=636, step_size=0.893, tol=0.000475]
PGD: 10%|# | 524/5000 [00:00<00:02, 2033.24it/s, iter=636, step_size=0.893, tol=0.000475]
PGD: 10%|# | 524/5000 [00:00<00:02, 2032.46it/s, iter=637, step_size=0.893, tol=0.000473]
PGD: 10%|# | 524/5000 [00:00<00:02, 2030.15it/s, iter=637, step_size=0.893, tol=0.000473]
PGD: 10%|# | 524/5000 [00:00<00:02, 2029.38it/s, iter=638, step_size=0.893, tol=0.000471]
PGD: 10%|# | 524/5000 [00:00<00:02, 2027.07it/s, iter=638, step_size=0.893, tol=0.000471]
PGD: 10%|# | 524/5000 [00:00<00:02, 2026.30it/s, iter=639, step_size=0.893, tol=0.000469]
PGD: 10%|# | 524/5000 [00:00<00:02, 2023.80it/s, iter=639, step_size=0.893, tol=0.000469]
PGD: 10%|# | 524/5000 [00:00<00:02, 2023.07it/s, iter=640, step_size=0.893, tol=0.000467]
PGD: 10%|# | 524/5000 [00:00<00:02, 2020.89it/s, iter=640, step_size=0.893, tol=0.000467]
PGD: 10%|# | 524/5000 [00:00<00:02, 2020.17it/s, iter=641, step_size=0.893, tol=0.000465]
PGD: 10%|# | 524/5000 [00:00<00:02, 2017.99it/s, iter=641, step_size=0.893, tol=0.000465]
PGD: 10%|# | 524/5000 [00:00<00:02, 2017.26it/s, iter=642, step_size=0.893, tol=0.000463]
PGD: 10%|# | 524/5000 [00:00<00:02, 2014.83it/s, iter=642, step_size=0.893, tol=0.000463]
PGD: 10%|# | 524/5000 [00:00<00:02, 2014.11it/s, iter=643, step_size=0.893, tol=0.000461]
PGD: 10%|# | 524/5000 [00:00<00:02, 2011.95it/s, iter=643, step_size=0.893, tol=0.000461]
PGD: 10%|# | 524/5000 [00:00<00:02, 2011.23it/s, iter=644, step_size=0.893, tol=0.000459]
PGD: 10%|# | 524/5000 [00:00<00:02, 2008.81it/s, iter=644, step_size=0.893, tol=0.000459]
PGD: 10%|# | 524/5000 [00:00<00:02, 2008.08it/s, iter=645, step_size=0.893, tol=0.000456]
PGD: 10%|# | 524/5000 [00:00<00:02, 2005.94it/s, iter=645, step_size=0.893, tol=0.000456]
PGD: 10%|# | 524/5000 [00:00<00:02, 2005.23it/s, iter=646, step_size=0.893, tol=0.000454]
PGD: 10%|# | 524/5000 [00:00<00:02, 2002.75it/s, iter=646, step_size=0.893, tol=0.000454]
PGD: 10%|# | 524/5000 [00:00<00:02, 2001.94it/s, iter=647, step_size=0.893, tol=0.000452]
PGD: 10%|# | 524/5000 [00:00<00:02, 1999.55it/s, iter=647, step_size=0.893, tol=0.000452]
PGD: 10%|# | 524/5000 [00:00<00:02, 1998.65it/s, iter=648, step_size=0.893, tol=0.00045]
PGD: 10%|# | 524/5000 [00:00<00:02, 1996.52it/s, iter=648, step_size=0.893, tol=0.00045]
PGD: 10%|# | 524/5000 [00:00<00:02, 1995.55it/s, iter=649, step_size=0.893, tol=0.000448]
PGD: 10%|# | 524/5000 [00:00<00:02, 1993.30it/s, iter=649, step_size=0.893, tol=0.000448]
PGD: 10%|# | 524/5000 [00:00<00:02, 1992.58it/s, iter=650, step_size=0.893, tol=0.000446]
PGD: 10%|# | 524/5000 [00:00<00:02, 1990.45it/s, iter=650, step_size=0.893, tol=0.000446]
PGD: 10%|# | 524/5000 [00:00<00:02, 1989.73it/s, iter=651, step_size=0.893, tol=0.000444]
PGD: 10%|# | 524/5000 [00:00<00:02, 1987.58it/s, iter=651, step_size=0.893, tol=0.000444]
PGD: 10%|# | 524/5000 [00:00<00:02, 1986.87it/s, iter=652, step_size=0.893, tol=0.000443]
PGD: 10%|# | 524/5000 [00:00<00:02, 1984.40it/s, iter=652, step_size=0.893, tol=0.000443]
PGD: 10%|# | 524/5000 [00:00<00:02, 1983.68it/s, iter=653, step_size=0.893, tol=0.000441]
PGD: 10%|# | 524/5000 [00:00<00:02, 1981.53it/s, iter=653, step_size=0.893, tol=0.000441]
PGD: 10%|# | 524/5000 [00:00<00:02, 1980.81it/s, iter=654, step_size=0.893, tol=0.000439]
PGD: 10%|# | 524/5000 [00:00<00:02, 1978.69it/s, iter=654, step_size=0.893, tol=0.000439]
PGD: 10%|# | 524/5000 [00:00<00:02, 1977.98it/s, iter=655, step_size=0.893, tol=0.000437]
PGD: 10%|# | 524/5000 [00:00<00:02, 1975.86it/s, iter=655, step_size=0.893, tol=0.000437]
PGD: 10%|# | 524/5000 [00:00<00:02, 1975.14it/s, iter=656, step_size=0.893, tol=0.000435]
PGD: 10%|# | 524/5000 [00:00<00:02, 1973.04it/s, iter=656, step_size=0.893, tol=0.000435]
PGD: 10%|# | 524/5000 [00:00<00:02, 1972.33it/s, iter=657, step_size=0.893, tol=0.000433]
PGD: 10%|# | 524/5000 [00:00<00:02, 1970.22it/s, iter=657, step_size=0.893, tol=0.000433]
PGD: 10%|# | 524/5000 [00:00<00:02, 1969.51it/s, iter=658, step_size=0.893, tol=0.000431]
PGD: 10%|# | 524/5000 [00:00<00:02, 1967.42it/s, iter=658, step_size=0.893, tol=0.000431]
PGD: 10%|# | 524/5000 [00:00<00:02, 1966.72it/s, iter=659, step_size=0.893, tol=0.000429]
PGD: 10%|# | 524/5000 [00:00<00:02, 1964.61it/s, iter=659, step_size=0.893, tol=0.000429]
PGD: 10%|# | 524/5000 [00:00<00:02, 1963.90it/s, iter=660, step_size=0.893, tol=0.000427]
PGD: 10%|# | 524/5000 [00:00<00:02, 1961.81it/s, iter=660, step_size=0.893, tol=0.000427]
PGD: 10%|# | 524/5000 [00:00<00:02, 1961.11it/s, iter=661, step_size=0.893, tol=0.000425]
PGD: 10%|# | 524/5000 [00:00<00:02, 1959.04it/s, iter=661, step_size=0.893, tol=0.000425]
PGD: 10%|# | 524/5000 [00:00<00:02, 1958.26it/s, iter=662, step_size=0.893, tol=0.000423]
PGD: 10%|# | 524/5000 [00:00<00:02, 1956.20it/s, iter=662, step_size=0.893, tol=0.000423]
PGD: 10%|# | 524/5000 [00:00<00:02, 1955.53it/s, iter=663, step_size=0.893, tol=0.000421]
PGD: 10%|# | 524/5000 [00:00<00:02, 1953.51it/s, iter=663, step_size=0.893, tol=0.000421]
PGD: 10%|# | 524/5000 [00:00<00:02, 1952.84it/s, iter=664, step_size=0.893, tol=0.00042]
PGD: 10%|# | 524/5000 [00:00<00:02, 1950.86it/s, iter=664, step_size=0.893, tol=0.00042]
PGD: 10%|# | 524/5000 [00:00<00:02, 1950.18it/s, iter=665, step_size=0.893, tol=0.000418]
PGD: 10%|# | 524/5000 [00:00<00:02, 1948.20it/s, iter=665, step_size=0.893, tol=0.000418]
PGD: 10%|# | 524/5000 [00:00<00:02, 1947.52it/s, iter=666, step_size=0.893, tol=0.000416]
PGD: 10%|# | 524/5000 [00:00<00:02, 1945.55it/s, iter=666, step_size=0.893, tol=0.000416]
PGD: 10%|# | 524/5000 [00:00<00:02, 1944.88it/s, iter=667, step_size=0.893, tol=0.000414]
PGD: 10%|# | 524/5000 [00:00<00:02, 1942.90it/s, iter=667, step_size=0.893, tol=0.000414]
PGD: 10%|# | 524/5000 [00:00<00:02, 1942.24it/s, iter=668, step_size=0.893, tol=0.000412]
PGD: 10%|# | 524/5000 [00:00<00:02, 1940.28it/s, iter=668, step_size=0.893, tol=0.000412]
PGD: 10%|# | 524/5000 [00:00<00:02, 1939.61it/s, iter=669, step_size=0.893, tol=0.00041]
PGD: 10%|# | 524/5000 [00:00<00:02, 1937.66it/s, iter=669, step_size=0.893, tol=0.00041]
PGD: 10%|# | 524/5000 [00:00<00:02, 1937.00it/s, iter=670, step_size=0.893, tol=0.000409]
PGD: 10%|# | 524/5000 [00:00<00:02, 1935.06it/s, iter=670, step_size=0.893, tol=0.000409]
PGD: 10%|# | 524/5000 [00:00<00:02, 1934.40it/s, iter=671, step_size=0.893, tol=0.000407]
PGD: 10%|# | 524/5000 [00:00<00:02, 1932.46it/s, iter=671, step_size=0.893, tol=0.000407]
PGD: 10%|# | 524/5000 [00:00<00:02, 1931.81it/s, iter=672, step_size=0.893, tol=0.000405]
PGD: 10%|# | 524/5000 [00:00<00:02, 1929.86it/s, iter=672, step_size=0.893, tol=0.000405]
PGD: 10%|# | 524/5000 [00:00<00:02, 1929.20it/s, iter=673, step_size=0.893, tol=0.000403]
PGD: 10%|# | 524/5000 [00:00<00:02, 1927.23it/s, iter=673, step_size=0.893, tol=0.000403]
PGD: 10%|# | 524/5000 [00:00<00:02, 1926.58it/s, iter=674, step_size=0.893, tol=0.000401]
PGD: 10%|# | 524/5000 [00:00<00:02, 1924.40it/s, iter=674, step_size=0.893, tol=0.000401]
PGD: 10%|# | 524/5000 [00:00<00:02, 1923.74it/s, iter=675, step_size=0.893, tol=0.0004]
PGD: 10%|# | 524/5000 [00:00<00:02, 1921.82it/s, iter=675, step_size=0.893, tol=0.0004]
PGD: 10%|# | 524/5000 [00:00<00:02, 1921.17it/s, iter=676, step_size=0.893, tol=0.000398]
PGD: 10%|# | 524/5000 [00:00<00:02, 1919.24it/s, iter=676, step_size=0.893, tol=0.000398]
PGD: 10%|# | 524/5000 [00:00<00:02, 1918.59it/s, iter=677, step_size=0.893, tol=0.000396]
PGD: 10%|# | 524/5000 [00:00<00:02, 1916.67it/s, iter=677, step_size=0.893, tol=0.000396]
PGD: 10%|# | 524/5000 [00:00<00:02, 1916.02it/s, iter=678, step_size=0.893, tol=0.000394]
PGD: 10%|# | 524/5000 [00:00<00:02, 1914.05it/s, iter=678, step_size=0.893, tol=0.000394]
PGD: 10%|# | 524/5000 [00:00<00:02, 1913.39it/s, iter=679, step_size=0.893, tol=0.000393]
PGD: 10%|# | 524/5000 [00:00<00:02, 1911.47it/s, iter=679, step_size=0.893, tol=0.000393]
PGD: 10%|# | 524/5000 [00:00<00:02, 1910.82it/s, iter=680, step_size=0.893, tol=0.000391]
PGD: 10%|# | 524/5000 [00:00<00:02, 1908.90it/s, iter=680, step_size=0.893, tol=0.000391]
PGD: 10%|# | 524/5000 [00:00<00:02, 1908.25it/s, iter=681, step_size=0.893, tol=0.000389]
PGD: 10%|# | 524/5000 [00:00<00:02, 1906.32it/s, iter=681, step_size=0.893, tol=0.000389]
PGD: 10%|# | 524/5000 [00:00<00:02, 1905.68it/s, iter=682, step_size=0.893, tol=0.000388]
PGD: 10%|# | 524/5000 [00:00<00:02, 1903.66it/s, iter=682, step_size=0.893, tol=0.000388]
PGD: 10%|# | 524/5000 [00:00<00:02, 1903.01it/s, iter=683, step_size=0.893, tol=0.000386]
PGD: 10%|# | 524/5000 [00:00<00:02, 1901.10it/s, iter=683, step_size=0.893, tol=0.000386]
PGD: 10%|# | 524/5000 [00:00<00:02, 1900.45it/s, iter=684, step_size=0.893, tol=0.000384]
PGD: 10%|# | 524/5000 [00:00<00:02, 1898.53it/s, iter=684, step_size=0.893, tol=0.000384]
PGD: 10%|# | 524/5000 [00:00<00:02, 1897.89it/s, iter=685, step_size=0.893, tol=0.000382]
PGD: 10%|# | 524/5000 [00:00<00:02, 1896.01it/s, iter=685, step_size=0.893, tol=0.000382]
PGD: 10%|# | 524/5000 [00:00<00:02, 1895.37it/s, iter=686, step_size=0.893, tol=0.000381]
PGD: 10%|# | 524/5000 [00:00<00:02, 1893.49it/s, iter=686, step_size=0.893, tol=0.000381]
PGD: 10%|# | 524/5000 [00:00<00:02, 1892.85it/s, iter=687, step_size=0.893, tol=0.000379]
PGD: 10%|# | 524/5000 [00:00<00:02, 1890.97it/s, iter=687, step_size=0.893, tol=0.000379]
PGD: 10%|# | 524/5000 [00:00<00:02, 1890.34it/s, iter=688, step_size=0.893, tol=0.000377]
PGD: 10%|# | 524/5000 [00:00<00:02, 1888.48it/s, iter=688, step_size=0.893, tol=0.000377]
PGD: 10%|# | 524/5000 [00:00<00:02, 1887.85it/s, iter=689, step_size=0.893, tol=0.000376]
PGD: 10%|# | 524/5000 [00:00<00:02, 1885.89it/s, iter=689, step_size=0.893, tol=0.000376]
PGD: 10%|# | 524/5000 [00:00<00:02, 1885.26it/s, iter=690, step_size=0.893, tol=0.000374]
PGD: 10%|# | 524/5000 [00:00<00:02, 1883.36it/s, iter=690, step_size=0.893, tol=0.000374]
PGD: 10%|# | 524/5000 [00:00<00:02, 1882.72it/s, iter=691, step_size=0.893, tol=0.000372]
PGD: 10%|# | 524/5000 [00:00<00:02, 1880.70it/s, iter=691, step_size=0.893, tol=0.000372]
PGD: 10%|# | 524/5000 [00:00<00:02, 1879.96it/s, iter=692, step_size=0.893, tol=0.000371]
PGD: 10%|# | 524/5000 [00:00<00:02, 1878.06it/s, iter=692, step_size=0.893, tol=0.000371]
PGD: 10%|# | 524/5000 [00:00<00:02, 1877.43it/s, iter=693, step_size=0.893, tol=0.000369]
PGD: 10%|# | 524/5000 [00:00<00:02, 1875.20it/s, iter=693, step_size=0.893, tol=0.000369]
PGD: 10%|# | 524/5000 [00:00<00:02, 1874.57it/s, iter=694, step_size=0.893, tol=0.000368]
PGD: 10%|# | 524/5000 [00:00<00:02, 1872.54it/s, iter=694, step_size=0.893, tol=0.000368]
PGD: 10%|# | 524/5000 [00:00<00:02, 1871.81it/s, iter=695, step_size=0.893, tol=0.000366]
PGD: 10%|# | 524/5000 [00:00<00:02, 1869.94it/s, iter=695, step_size=0.893, tol=0.000366]
PGD: 10%|# | 524/5000 [00:00<00:02, 1869.31it/s, iter=696, step_size=0.893, tol=0.000364]
PGD: 10%|# | 524/5000 [00:00<00:02, 1867.46it/s, iter=696, step_size=0.893, tol=0.000364]
PGD: 10%|# | 524/5000 [00:00<00:02, 1866.84it/s, iter=697, step_size=0.893, tol=0.000363]
PGD: 10%|# | 524/5000 [00:00<00:02, 1864.98it/s, iter=697, step_size=0.893, tol=0.000363]
PGD: 10%|# | 524/5000 [00:00<00:02, 1864.36it/s, iter=698, step_size=0.893, tol=0.000361]
PGD: 10%|# | 524/5000 [00:00<00:02, 1862.51it/s, iter=698, step_size=0.893, tol=0.000361]
PGD: 10%|# | 524/5000 [00:00<00:02, 1861.89it/s, iter=699, step_size=0.893, tol=0.00036]
PGD: 10%|# | 524/5000 [00:00<00:02, 1860.04it/s, iter=699, step_size=0.893, tol=0.00036]
PGD: 10%|# | 524/5000 [00:00<00:02, 1859.43it/s, iter=700, step_size=0.893, tol=0.000358]
PGD: 10%|# | 524/5000 [00:00<00:02, 1857.59it/s, iter=700, step_size=0.893, tol=0.000358]
PGD: 10%|# | 524/5000 [00:00<00:02, 1856.97it/s, iter=701, step_size=0.893, tol=0.000356]
PGD: 10%|# | 524/5000 [00:00<00:02, 1855.15it/s, iter=701, step_size=0.893, tol=0.000356]
PGD: 10%|# | 524/5000 [00:00<00:02, 1854.52it/s, iter=702, step_size=0.893, tol=0.000355]
PGD: 10%|# | 524/5000 [00:00<00:02, 1852.70it/s, iter=702, step_size=0.893, tol=0.000355]
PGD: 10%|# | 524/5000 [00:00<00:02, 1852.08it/s, iter=703, step_size=0.893, tol=0.000353]
PGD: 10%|# | 524/5000 [00:00<00:02, 1850.25it/s, iter=703, step_size=0.893, tol=0.000353]
PGD: 10%|# | 524/5000 [00:00<00:02, 1849.64it/s, iter=704, step_size=0.893, tol=0.000352]
PGD: 10%|# | 524/5000 [00:00<00:02, 1847.83it/s, iter=704, step_size=0.893, tol=0.000352]
PGD: 10%|# | 524/5000 [00:00<00:02, 1847.22it/s, iter=705, step_size=0.893, tol=0.00035]
PGD: 10%|# | 524/5000 [00:00<00:02, 1844.93it/s, iter=705, step_size=0.893, tol=0.00035]
PGD: 10%|# | 524/5000 [00:00<00:02, 1844.31it/s, iter=706, step_size=0.893, tol=0.000349]
PGD: 10%|# | 524/5000 [00:00<00:02, 1842.50it/s, iter=706, step_size=0.893, tol=0.000349]
PGD: 10%|# | 524/5000 [00:00<00:02, 1841.90it/s, iter=707, step_size=0.893, tol=0.000347]
PGD: 10%|# | 524/5000 [00:00<00:02, 1840.09it/s, iter=707, step_size=0.893, tol=0.000347]
PGD: 10%|# | 524/5000 [00:00<00:02, 1839.48it/s, iter=708, step_size=0.893, tol=0.000346]
PGD: 10%|# | 524/5000 [00:00<00:02, 1837.69it/s, iter=708, step_size=0.893, tol=0.000346]
PGD: 10%|# | 524/5000 [00:00<00:02, 1837.09it/s, iter=709, step_size=0.893, tol=0.000344]
PGD: 10%|# | 524/5000 [00:00<00:02, 1835.31it/s, iter=709, step_size=0.893, tol=0.000344]
PGD: 10%|# | 524/5000 [00:00<00:02, 1834.71it/s, iter=710, step_size=0.893, tol=0.000343]
PGD: 10%|# | 524/5000 [00:00<00:02, 1832.93it/s, iter=710, step_size=0.893, tol=0.000343]
PGD: 10%|# | 524/5000 [00:00<00:02, 1832.33it/s, iter=711, step_size=0.893, tol=0.000341]
PGD: 10%|# | 524/5000 [00:00<00:02, 1830.55it/s, iter=711, step_size=0.893, tol=0.000341]
PGD: 10%|# | 524/5000 [00:00<00:02, 1829.95it/s, iter=712, step_size=0.893, tol=0.00034]
PGD: 10%|# | 524/5000 [00:00<00:02, 1828.17it/s, iter=712, step_size=0.893, tol=0.00034]
PGD: 10%|# | 524/5000 [00:00<00:02, 1827.58it/s, iter=713, step_size=0.893, tol=0.000338]
PGD: 10%|# | 524/5000 [00:00<00:02, 1825.80it/s, iter=713, step_size=0.893, tol=0.000338]
PGD: 10%|# | 524/5000 [00:00<00:02, 1825.21it/s, iter=714, step_size=0.893, tol=0.000337]
PGD: 10%|# | 524/5000 [00:00<00:02, 1823.44it/s, iter=714, step_size=0.893, tol=0.000337]
PGD: 10%|# | 524/5000 [00:00<00:02, 1822.84it/s, iter=715, step_size=0.893, tol=0.000335]
PGD: 10%|# | 524/5000 [00:00<00:02, 1821.08it/s, iter=715, step_size=0.893, tol=0.000335]
PGD: 10%|# | 524/5000 [00:00<00:02, 1820.45it/s, iter=716, step_size=0.893, tol=0.000334]
PGD: 10%|# | 524/5000 [00:00<00:02, 1818.68it/s, iter=716, step_size=0.893, tol=0.000334]
PGD: 10%|# | 524/5000 [00:00<00:02, 1818.09it/s, iter=717, step_size=0.893, tol=0.000332]
PGD: 10%|# | 524/5000 [00:00<00:02, 1816.33it/s, iter=717, step_size=0.893, tol=0.000332]
PGD: 10%|# | 524/5000 [00:00<00:02, 1815.74it/s, iter=718, step_size=0.893, tol=0.000331]
PGD: 10%|# | 524/5000 [00:00<00:02, 1813.99it/s, iter=718, step_size=0.893, tol=0.000331]
PGD: 10%|# | 524/5000 [00:00<00:02, 1813.41it/s, iter=719, step_size=0.893, tol=0.000329]
PGD: 10%|# | 524/5000 [00:00<00:02, 1811.67it/s, iter=719, step_size=0.893, tol=0.000329]
PGD: 10%|# | 524/5000 [00:00<00:02, 1811.08it/s, iter=720, step_size=0.893, tol=0.000328]
PGD: 10%|# | 524/5000 [00:00<00:02, 1809.34it/s, iter=720, step_size=0.893, tol=0.000328]
PGD: 10%|# | 524/5000 [00:00<00:02, 1808.75it/s, iter=721, step_size=0.893, tol=0.000326]
PGD: 10%|# | 524/5000 [00:00<00:02, 1807.01it/s, iter=721, step_size=0.893, tol=0.000326]
PGD: 10%|# | 524/5000 [00:00<00:02, 1806.43it/s, iter=722, step_size=0.893, tol=0.000325]
PGD: 10%|# | 524/5000 [00:00<00:02, 1804.68it/s, iter=722, step_size=0.893, tol=0.000325]
PGD: 10%|# | 524/5000 [00:00<00:02, 1804.11it/s, iter=723, step_size=0.893, tol=0.000324]
PGD: 10%|# | 524/5000 [00:00<00:02, 1802.37it/s, iter=723, step_size=0.893, tol=0.000324]
PGD: 10%|# | 524/5000 [00:00<00:02, 1801.80it/s, iter=724, step_size=0.893, tol=0.000322]
PGD: 10%|# | 524/5000 [00:00<00:02, 1800.07it/s, iter=724, step_size=0.893, tol=0.000322]
PGD: 10%|# | 524/5000 [00:00<00:02, 1799.50it/s, iter=725, step_size=0.893, tol=0.000321]
PGD: 10%|# | 524/5000 [00:00<00:02, 1797.77it/s, iter=725, step_size=0.893, tol=0.000321]
PGD: 10%|# | 524/5000 [00:00<00:02, 1797.19it/s, iter=726, step_size=0.893, tol=0.000319]
PGD: 10%|# | 524/5000 [00:00<00:02, 1795.43it/s, iter=726, step_size=0.893, tol=0.000319]
PGD: 10%|# | 524/5000 [00:00<00:02, 1794.85it/s, iter=727, step_size=0.893, tol=0.000318]
PGD: 10%|# | 524/5000 [00:00<00:02, 1792.94it/s, iter=727, step_size=0.893, tol=0.000318]
PGD: 10%|# | 524/5000 [00:00<00:02, 1792.36it/s, iter=728, step_size=0.893, tol=0.000317]
PGD: 10%|# | 524/5000 [00:00<00:02, 1790.65it/s, iter=728, step_size=0.893, tol=0.000317]
PGD: 10%|# | 524/5000 [00:00<00:02, 1790.08it/s, iter=729, step_size=0.893, tol=0.000315]
PGD: 10%|# | 524/5000 [00:00<00:02, 1788.37it/s, iter=729, step_size=0.893, tol=0.000315]
PGD: 10%|# | 524/5000 [00:00<00:02, 1787.79it/s, iter=730, step_size=0.893, tol=0.000314]
PGD: 10%|# | 524/5000 [00:00<00:02, 1786.07it/s, iter=730, step_size=0.893, tol=0.000314]
PGD: 10%|# | 524/5000 [00:00<00:02, 1785.50it/s, iter=731, step_size=0.893, tol=0.000312]
PGD: 10%|# | 524/5000 [00:00<00:02, 1783.78it/s, iter=731, step_size=0.893, tol=0.000312]
PGD: 10%|# | 524/5000 [00:00<00:02, 1783.21it/s, iter=732, step_size=0.893, tol=0.000311]
PGD: 10%|# | 524/5000 [00:00<00:02, 1781.51it/s, iter=732, step_size=0.893, tol=0.000311]
PGD: 10%|# | 524/5000 [00:00<00:02, 1780.94it/s, iter=733, step_size=0.893, tol=0.00031]
PGD: 10%|# | 524/5000 [00:00<00:02, 1779.24it/s, iter=733, step_size=0.893, tol=0.00031]
PGD: 10%|# | 524/5000 [00:00<00:02, 1778.68it/s, iter=734, step_size=0.893, tol=0.000308]
PGD: 10%|# | 524/5000 [00:00<00:02, 1776.99it/s, iter=734, step_size=0.893, tol=0.000308]
PGD: 10%|# | 524/5000 [00:00<00:02, 1776.43it/s, iter=735, step_size=0.893, tol=0.000307]
PGD: 10%|# | 524/5000 [00:00<00:02, 1774.75it/s, iter=735, step_size=0.893, tol=0.000307]
PGD: 10%|# | 524/5000 [00:00<00:02, 1774.19it/s, iter=736, step_size=0.893, tol=0.000306]
PGD: 10%|# | 524/5000 [00:00<00:02, 1772.32it/s, iter=736, step_size=0.893, tol=0.000306]
PGD: 10%|# | 524/5000 [00:00<00:02, 1771.76it/s, iter=737, step_size=0.893, tol=0.000304]
PGD: 10%|# | 524/5000 [00:00<00:02, 1769.41it/s, iter=737, step_size=0.893, tol=0.000304]
PGD: 10%|# | 524/5000 [00:00<00:02, 1768.86it/s, iter=738, step_size=0.893, tol=0.000303]
PGD: 10%|# | 524/5000 [00:00<00:02, 1767.20it/s, iter=738, step_size=0.893, tol=0.000303]
PGD: 10%|# | 524/5000 [00:00<00:02, 1766.64it/s, iter=739, step_size=0.893, tol=0.000302]
PGD: 10%|# | 524/5000 [00:00<00:02, 1764.99it/s, iter=739, step_size=0.893, tol=0.000302]
PGD: 10%|# | 524/5000 [00:00<00:02, 1764.44it/s, iter=740, step_size=0.893, tol=0.0003]
PGD: 10%|# | 524/5000 [00:00<00:02, 1762.79it/s, iter=740, step_size=0.893, tol=0.0003]
PGD: 10%|# | 524/5000 [00:00<00:02, 1762.22it/s, iter=741, step_size=0.893, tol=0.000299]
PGD: 10%|# | 524/5000 [00:00<00:02, 1760.57it/s, iter=741, step_size=0.893, tol=0.000299]
PGD: 10%|# | 524/5000 [00:00<00:02, 1760.01it/s, iter=742, step_size=0.893, tol=0.000298]
PGD: 10%|# | 524/5000 [00:00<00:02, 1758.37it/s, iter=742, step_size=0.893, tol=0.000298]
PGD: 10%|# | 524/5000 [00:00<00:02, 1757.83it/s, iter=743, step_size=0.893, tol=0.000296]
PGD: 10%|# | 524/5000 [00:00<00:02, 1756.19it/s, iter=743, step_size=0.893, tol=0.000296]
PGD: 10%|# | 524/5000 [00:00<00:02, 1755.64it/s, iter=744, step_size=0.893, tol=0.000295]
PGD: 10%|# | 524/5000 [00:00<00:02, 1753.72it/s, iter=744, step_size=0.893, tol=0.000295]
PGD: 10%|# | 524/5000 [00:00<00:02, 1753.00it/s, iter=745, step_size=0.893, tol=0.000294]
PGD: 10%|# | 524/5000 [00:00<00:02, 1751.38it/s, iter=745, step_size=0.893, tol=0.000294]
PGD: 10%|# | 524/5000 [00:00<00:02, 1750.82it/s, iter=746, step_size=0.893, tol=0.000293]
PGD: 10%|# | 524/5000 [00:00<00:02, 1749.20it/s, iter=746, step_size=0.893, tol=0.000293]
PGD: 10%|# | 524/5000 [00:00<00:02, 1748.66it/s, iter=747, step_size=0.893, tol=0.000291]
PGD: 10%|# | 524/5000 [00:00<00:02, 1746.83it/s, iter=747, step_size=0.893, tol=0.000291]
PGD: 10%|# | 524/5000 [00:00<00:02, 1746.28it/s, iter=748, step_size=0.893, tol=0.00029]
PGD: 10%|# | 524/5000 [00:00<00:02, 1744.67it/s, iter=748, step_size=0.893, tol=0.00029]
PGD: 10%|# | 524/5000 [00:00<00:02, 1744.13it/s, iter=749, step_size=0.893, tol=0.000289]
PGD: 10%|# | 524/5000 [00:00<00:02, 1742.51it/s, iter=749, step_size=0.893, tol=0.000289]
PGD: 10%|# | 524/5000 [00:00<00:02, 1741.97it/s, iter=750, step_size=0.893, tol=0.000287]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2496.04it/s, iter=750, step_size=0.893, tol=0.000287]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2493.76it/s, iter=750, step_size=0.893, tol=0.000287]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2492.99it/s, iter=751, step_size=0.893, tol=0.000286]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2490.69it/s, iter=751, step_size=0.893, tol=0.000286]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2489.93it/s, iter=752, step_size=0.893, tol=0.000285]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2487.64it/s, iter=752, step_size=0.893, tol=0.000285]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2486.86it/s, iter=753, step_size=0.893, tol=0.000284]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2484.57it/s, iter=753, step_size=0.893, tol=0.000284]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2483.81it/s, iter=754, step_size=0.893, tol=0.000282]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2481.51it/s, iter=754, step_size=0.893, tol=0.000282]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2480.74it/s, iter=755, step_size=0.893, tol=0.000281]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2478.47it/s, iter=755, step_size=0.893, tol=0.000281]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2477.71it/s, iter=756, step_size=0.893, tol=0.00028]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2475.44it/s, iter=756, step_size=0.893, tol=0.00028]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2474.68it/s, iter=757, step_size=0.893, tol=0.000279]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2472.41it/s, iter=757, step_size=0.893, tol=0.000279]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2471.37it/s, iter=758, step_size=0.893, tol=0.000278]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2469.09it/s, iter=758, step_size=0.893, tol=0.000278]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2468.32it/s, iter=759, step_size=0.893, tol=0.000276]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2466.06it/s, iter=759, step_size=0.893, tol=0.000276]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2465.31it/s, iter=760, step_size=0.893, tol=0.000275]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2463.06it/s, iter=760, step_size=0.893, tol=0.000275]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2462.31it/s, iter=761, step_size=0.893, tol=0.000274]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2460.07it/s, iter=761, step_size=0.893, tol=0.000274]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2459.32it/s, iter=762, step_size=0.893, tol=0.000273]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2457.08it/s, iter=762, step_size=0.893, tol=0.000273]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2456.32it/s, iter=763, step_size=0.893, tol=0.000272]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2454.08it/s, iter=763, step_size=0.893, tol=0.000272]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2453.33it/s, iter=764, step_size=0.893, tol=0.00027]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2450.83it/s, iter=764, step_size=0.893, tol=0.00027]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2450.08it/s, iter=765, step_size=0.893, tol=0.000269]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2447.86it/s, iter=765, step_size=0.893, tol=0.000269]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2446.94it/s, iter=766, step_size=0.893, tol=0.000268]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2444.52it/s, iter=766, step_size=0.893, tol=0.000268]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2443.77it/s, iter=767, step_size=0.893, tol=0.000267]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2441.56it/s, iter=767, step_size=0.893, tol=0.000267]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2440.82it/s, iter=768, step_size=0.893, tol=0.000266]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2438.30it/s, iter=768, step_size=0.893, tol=0.000266]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2437.56it/s, iter=769, step_size=0.893, tol=0.000265]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2435.35it/s, iter=769, step_size=0.893, tol=0.000265]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2434.62it/s, iter=770, step_size=0.893, tol=0.000263]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2432.36it/s, iter=770, step_size=0.893, tol=0.000263]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2431.62it/s, iter=771, step_size=0.893, tol=0.000262]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2429.43it/s, iter=771, step_size=0.893, tol=0.000262]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2428.69it/s, iter=772, step_size=0.893, tol=0.000261]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2426.50it/s, iter=772, step_size=0.893, tol=0.000261]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2425.76it/s, iter=773, step_size=0.893, tol=0.00026]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2423.56it/s, iter=773, step_size=0.893, tol=0.00026]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2422.82it/s, iter=774, step_size=0.893, tol=0.000259]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2420.65it/s, iter=774, step_size=0.893, tol=0.000259]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2419.92it/s, iter=775, step_size=0.893, tol=0.000258]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2417.74it/s, iter=775, step_size=0.893, tol=0.000258]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2417.02it/s, iter=776, step_size=0.893, tol=0.000257]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2414.84it/s, iter=776, step_size=0.893, tol=0.000257]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2414.11it/s, iter=777, step_size=0.893, tol=0.000256]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2411.95it/s, iter=777, step_size=0.893, tol=0.000256]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2411.22it/s, iter=778, step_size=0.893, tol=0.000254]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2409.06it/s, iter=778, step_size=0.893, tol=0.000254]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2408.06it/s, iter=779, step_size=0.893, tol=0.000253]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2405.89it/s, iter=779, step_size=0.893, tol=0.000253]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2405.17it/s, iter=780, step_size=0.893, tol=0.000252]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2402.86it/s, iter=780, step_size=0.893, tol=0.000252]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2401.88it/s, iter=781, step_size=0.893, tol=0.000251]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2399.70it/s, iter=781, step_size=0.893, tol=0.000251]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2398.96it/s, iter=782, step_size=0.893, tol=0.00025]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2396.78it/s, iter=782, step_size=0.893, tol=0.00025]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2396.04it/s, iter=783, step_size=0.893, tol=0.000249]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2393.86it/s, iter=783, step_size=0.893, tol=0.000249]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2393.13it/s, iter=784, step_size=0.893, tol=0.000248]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2390.95it/s, iter=784, step_size=0.893, tol=0.000248]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2390.23it/s, iter=785, step_size=0.893, tol=0.000247]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2388.06it/s, iter=785, step_size=0.893, tol=0.000247]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2387.33it/s, iter=786, step_size=0.893, tol=0.000246]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2385.18it/s, iter=786, step_size=0.893, tol=0.000246]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2384.46it/s, iter=787, step_size=0.893, tol=0.000245]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2382.32it/s, iter=787, step_size=0.893, tol=0.000245]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2381.60it/s, iter=788, step_size=0.893, tol=0.000244]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2379.46it/s, iter=788, step_size=0.893, tol=0.000244]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2378.74it/s, iter=789, step_size=0.893, tol=0.000242]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2376.56it/s, iter=789, step_size=0.893, tol=0.000242]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2375.85it/s, iter=790, step_size=0.893, tol=0.000241]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2373.71it/s, iter=790, step_size=0.893, tol=0.000241]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2373.00it/s, iter=791, step_size=0.893, tol=0.00024]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2370.88it/s, iter=791, step_size=0.893, tol=0.00024]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2370.16it/s, iter=792, step_size=0.893, tol=0.000239]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2368.05it/s, iter=792, step_size=0.893, tol=0.000239]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2367.34it/s, iter=793, step_size=0.893, tol=0.000238]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2365.25it/s, iter=793, step_size=0.893, tol=0.000238]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2364.45it/s, iter=794, step_size=0.893, tol=0.000237]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2362.38it/s, iter=794, step_size=0.893, tol=0.000237]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2361.68it/s, iter=795, step_size=0.893, tol=0.000236]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2359.62it/s, iter=795, step_size=0.893, tol=0.000236]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2358.93it/s, iter=796, step_size=0.893, tol=0.000235]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2356.76it/s, iter=796, step_size=0.893, tol=0.000235]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2355.94it/s, iter=797, step_size=0.893, tol=0.000234]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2353.90it/s, iter=797, step_size=0.893, tol=0.000234]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2353.20it/s, iter=798, step_size=0.893, tol=0.000233]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2351.16it/s, iter=798, step_size=0.893, tol=0.000233]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2350.47it/s, iter=799, step_size=0.893, tol=0.000232]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2348.40it/s, iter=799, step_size=0.893, tol=0.000232]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2347.72it/s, iter=800, step_size=0.893, tol=0.000231]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2345.66it/s, iter=800, step_size=0.893, tol=0.000231]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2344.97it/s, iter=801, step_size=0.893, tol=0.00023]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2342.93it/s, iter=801, step_size=0.893, tol=0.00023]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2342.25it/s, iter=802, step_size=0.893, tol=0.000229]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2340.22it/s, iter=802, step_size=0.893, tol=0.000229]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2339.53it/s, iter=803, step_size=0.893, tol=0.000228]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2337.51it/s, iter=803, step_size=0.893, tol=0.000228]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2336.64it/s, iter=804, step_size=0.893, tol=0.000227]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2334.60it/s, iter=804, step_size=0.893, tol=0.000227]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2333.92it/s, iter=805, step_size=0.893, tol=0.000226]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2331.90it/s, iter=805, step_size=0.893, tol=0.000226]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2331.22it/s, iter=806, step_size=0.893, tol=0.000225]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2329.21it/s, iter=806, step_size=0.893, tol=0.000225]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2328.53it/s, iter=807, step_size=0.893, tol=0.000224]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2326.52it/s, iter=807, step_size=0.893, tol=0.000224]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2325.84it/s, iter=808, step_size=0.893, tol=0.000223]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2323.60it/s, iter=808, step_size=0.893, tol=0.000223]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2322.93it/s, iter=809, step_size=0.893, tol=0.000222]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2320.92it/s, iter=809, step_size=0.893, tol=0.000222]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2320.25it/s, iter=810, step_size=0.893, tol=0.000221]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2318.22it/s, iter=810, step_size=0.893, tol=0.000221]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2317.54it/s, iter=811, step_size=0.893, tol=0.00022]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2315.55it/s, iter=811, step_size=0.893, tol=0.00022]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2314.88it/s, iter=812, step_size=0.893, tol=0.000219]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2312.89it/s, iter=812, step_size=0.893, tol=0.000219]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2312.22it/s, iter=813, step_size=0.893, tol=0.000218]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2310.25it/s, iter=813, step_size=0.893, tol=0.000218]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2309.58it/s, iter=814, step_size=0.893, tol=0.000218]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2307.60it/s, iter=814, step_size=0.893, tol=0.000218]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2306.94it/s, iter=815, step_size=0.893, tol=0.000217]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2304.96it/s, iter=815, step_size=0.893, tol=0.000217]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2304.30it/s, iter=816, step_size=0.893, tol=0.000216]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2302.33it/s, iter=816, step_size=0.893, tol=0.000216]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2301.67it/s, iter=817, step_size=0.893, tol=0.000215]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2299.71it/s, iter=817, step_size=0.893, tol=0.000215]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2299.04it/s, iter=818, step_size=0.893, tol=0.000214]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2297.09it/s, iter=818, step_size=0.893, tol=0.000214]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2296.43it/s, iter=819, step_size=0.893, tol=0.000213]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2294.47it/s, iter=819, step_size=0.893, tol=0.000213]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2293.82it/s, iter=820, step_size=0.893, tol=0.000212]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2291.87it/s, iter=820, step_size=0.893, tol=0.000212]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2291.21it/s, iter=821, step_size=0.893, tol=0.000211]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2289.22it/s, iter=821, step_size=0.893, tol=0.000211]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2288.57it/s, iter=822, step_size=0.893, tol=0.00021]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2286.62it/s, iter=822, step_size=0.893, tol=0.00021]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2285.96it/s, iter=823, step_size=0.893, tol=0.000209]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2284.03it/s, iter=823, step_size=0.893, tol=0.000209]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2283.37it/s, iter=824, step_size=0.893, tol=0.000208]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2281.31it/s, iter=824, step_size=0.893, tol=0.000208]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2280.53it/s, iter=825, step_size=0.893, tol=0.000207]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2278.58it/s, iter=825, step_size=0.893, tol=0.000207]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2277.93it/s, iter=826, step_size=0.893, tol=0.000206]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2276.00it/s, iter=826, step_size=0.893, tol=0.000206]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2275.36it/s, iter=827, step_size=0.893, tol=0.000206]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2273.19it/s, iter=827, step_size=0.893, tol=0.000206]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2272.54it/s, iter=828, step_size=0.893, tol=0.000205]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2270.63it/s, iter=828, step_size=0.893, tol=0.000205]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2269.99it/s, iter=829, step_size=0.893, tol=0.000204]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2268.08it/s, iter=829, step_size=0.893, tol=0.000204]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2267.35it/s, iter=830, step_size=0.893, tol=0.000203]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2265.40it/s, iter=830, step_size=0.893, tol=0.000203]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2264.76it/s, iter=831, step_size=0.893, tol=0.000202]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2262.81it/s, iter=831, step_size=0.893, tol=0.000202]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2262.17it/s, iter=832, step_size=0.893, tol=0.000201]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2260.25it/s, iter=832, step_size=0.893, tol=0.000201]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2259.61it/s, iter=833, step_size=0.893, tol=0.0002]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2257.69it/s, iter=833, step_size=0.893, tol=0.0002]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2257.06it/s, iter=834, step_size=0.893, tol=0.000199]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2255.14it/s, iter=834, step_size=0.893, tol=0.000199]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2254.51it/s, iter=835, step_size=0.893, tol=0.000199]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2252.62it/s, iter=835, step_size=0.893, tol=0.000199]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2251.99it/s, iter=836, step_size=0.893, tol=0.000198]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2250.11it/s, iter=836, step_size=0.893, tol=0.000198]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2249.48it/s, iter=837, step_size=0.893, tol=0.000197]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2247.60it/s, iter=837, step_size=0.893, tol=0.000197]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2246.97it/s, iter=838, step_size=0.893, tol=0.000196]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2245.09it/s, iter=838, step_size=0.893, tol=0.000196]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2244.46it/s, iter=839, step_size=0.893, tol=0.000195]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2242.58it/s, iter=839, step_size=0.893, tol=0.000195]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2241.95it/s, iter=840, step_size=0.893, tol=0.000194]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2240.08it/s, iter=840, step_size=0.893, tol=0.000194]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2239.45it/s, iter=841, step_size=0.893, tol=0.000193]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2237.58it/s, iter=841, step_size=0.893, tol=0.000193]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2236.97it/s, iter=842, step_size=0.893, tol=0.000193]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2235.07it/s, iter=842, step_size=0.893, tol=0.000193]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2234.45it/s, iter=843, step_size=0.893, tol=0.000192]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2232.33it/s, iter=843, step_size=0.893, tol=0.000192]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2231.62it/s, iter=844, step_size=0.893, tol=0.000191]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2229.77it/s, iter=844, step_size=0.893, tol=0.000191]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2229.15it/s, iter=845, step_size=0.893, tol=0.00019]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2227.30it/s, iter=845, step_size=0.893, tol=0.00019]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2226.69it/s, iter=846, step_size=0.893, tol=0.000189]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2224.86it/s, iter=846, step_size=0.893, tol=0.000189]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2224.23it/s, iter=847, step_size=0.893, tol=0.000189]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2222.39it/s, iter=847, step_size=0.893, tol=0.000189]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2221.77it/s, iter=848, step_size=0.893, tol=0.000188]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2219.94it/s, iter=848, step_size=0.893, tol=0.000188]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2219.33it/s, iter=849, step_size=0.893, tol=0.000187]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2217.50it/s, iter=849, step_size=0.893, tol=0.000187]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2216.89it/s, iter=850, step_size=0.893, tol=0.000186]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2215.07it/s, iter=850, step_size=0.893, tol=0.000186]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2214.46it/s, iter=851, step_size=0.893, tol=0.000185]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2212.65it/s, iter=851, step_size=0.893, tol=0.000185]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2212.05it/s, iter=852, step_size=0.893, tol=0.000184]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2210.24it/s, iter=852, step_size=0.893, tol=0.000184]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2209.19it/s, iter=853, step_size=0.893, tol=0.000184]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2207.37it/s, iter=853, step_size=0.893, tol=0.000184]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2206.76it/s, iter=854, step_size=0.893, tol=0.000183]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2204.95it/s, iter=854, step_size=0.893, tol=0.000183]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2204.33it/s, iter=855, step_size=0.893, tol=0.000182]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2202.50it/s, iter=855, step_size=0.893, tol=0.000182]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2201.89it/s, iter=856, step_size=0.893, tol=0.000181]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2200.07it/s, iter=856, step_size=0.893, tol=0.000181]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2199.36it/s, iter=857, step_size=0.893, tol=0.000181]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2197.46it/s, iter=857, step_size=0.893, tol=0.000181]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2196.74it/s, iter=858, step_size=0.893, tol=0.00018]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2194.63it/s, iter=858, step_size=0.893, tol=0.00018]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2194.03it/s, iter=859, step_size=0.893, tol=0.000179]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2192.03it/s, iter=859, step_size=0.893, tol=0.000179]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2191.43it/s, iter=860, step_size=0.893, tol=0.000178]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2189.65it/s, iter=860, step_size=0.893, tol=0.000178]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2188.94it/s, iter=861, step_size=0.893, tol=0.000177]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2187.06it/s, iter=861, step_size=0.893, tol=0.000177]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2186.47it/s, iter=862, step_size=0.893, tol=0.000177]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2184.60it/s, iter=862, step_size=0.893, tol=0.000177]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2183.60it/s, iter=863, step_size=0.893, tol=0.000176]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2181.78it/s, iter=863, step_size=0.893, tol=0.000176]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2181.17it/s, iter=864, step_size=0.893, tol=0.000175]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2179.40it/s, iter=864, step_size=0.893, tol=0.000175]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2178.80it/s, iter=865, step_size=0.893, tol=0.000174]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2176.93it/s, iter=865, step_size=0.893, tol=0.000174]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2176.24it/s, iter=866, step_size=0.893, tol=0.000174]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2174.28it/s, iter=866, step_size=0.893, tol=0.000174]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2173.68it/s, iter=867, step_size=0.893, tol=0.000173]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2171.94it/s, iter=867, step_size=0.893, tol=0.000173]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2171.10it/s, iter=868, step_size=0.893, tol=0.000172]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2169.11it/s, iter=868, step_size=0.893, tol=0.000172]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2168.51it/s, iter=869, step_size=0.893, tol=0.000171]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2166.58it/s, iter=869, step_size=0.893, tol=0.000171]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2166.00it/s, iter=870, step_size=0.893, tol=0.000171]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2164.26it/s, iter=870, step_size=0.893, tol=0.000171]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2163.68it/s, iter=871, step_size=0.893, tol=0.00017]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2161.96it/s, iter=871, step_size=0.893, tol=0.00017]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2161.37it/s, iter=872, step_size=0.893, tol=0.000169]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2159.64it/s, iter=872, step_size=0.893, tol=0.000169]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2158.67it/s, iter=873, step_size=0.893, tol=0.000168]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2156.82it/s, iter=873, step_size=0.893, tol=0.000168]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2156.23it/s, iter=874, step_size=0.893, tol=0.000168]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2154.49it/s, iter=874, step_size=0.893, tol=0.000168]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2153.90it/s, iter=875, step_size=0.893, tol=0.000167]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2152.16it/s, iter=875, step_size=0.893, tol=0.000167]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2151.58it/s, iter=876, step_size=0.893, tol=0.000166]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2149.85it/s, iter=876, step_size=0.893, tol=0.000166]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2149.27it/s, iter=877, step_size=0.893, tol=0.000166]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2147.55it/s, iter=877, step_size=0.893, tol=0.000166]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2146.97it/s, iter=878, step_size=0.893, tol=0.000165]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2145.28it/s, iter=878, step_size=0.893, tol=0.000165]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2144.70it/s, iter=879, step_size=0.893, tol=0.000164]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2142.98it/s, iter=879, step_size=0.893, tol=0.000164]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2142.41it/s, iter=880, step_size=0.893, tol=0.000163]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2140.68it/s, iter=880, step_size=0.893, tol=0.000163]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2140.12it/s, iter=881, step_size=0.893, tol=0.000163]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2138.40it/s, iter=881, step_size=0.893, tol=0.000163]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2137.82it/s, iter=882, step_size=0.893, tol=0.000162]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2136.12it/s, iter=882, step_size=0.893, tol=0.000162]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2135.55it/s, iter=883, step_size=0.893, tol=0.000161]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2133.40it/s, iter=883, step_size=0.893, tol=0.000161]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2132.82it/s, iter=884, step_size=0.893, tol=0.000161]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2131.14it/s, iter=884, step_size=0.893, tol=0.000161]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2130.58it/s, iter=885, step_size=0.893, tol=0.00016]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2128.89it/s, iter=885, step_size=0.893, tol=0.00016]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2128.33it/s, iter=886, step_size=0.893, tol=0.000159]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2126.64it/s, iter=886, step_size=0.893, tol=0.000159]
PGD: 15%|#5 | 751/5000 [00:00<00:01, 2126.07it/s, iter=887, step_size=0.893, tol=0.000159]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2124.19it/s, iter=887, step_size=0.893, tol=0.000159]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2123.63it/s, iter=888, step_size=0.893, tol=0.000158]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2121.95it/s, iter=888, step_size=0.893, tol=0.000158]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2121.39it/s, iter=889, step_size=0.893, tol=0.000157]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2119.73it/s, iter=889, step_size=0.893, tol=0.000157]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2119.17it/s, iter=890, step_size=0.893, tol=0.000157]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2117.52it/s, iter=890, step_size=0.893, tol=0.000157]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2116.96it/s, iter=891, step_size=0.893, tol=0.000156]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2115.30it/s, iter=891, step_size=0.893, tol=0.000156]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2114.75it/s, iter=892, step_size=0.893, tol=0.000155]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2113.09it/s, iter=892, step_size=0.893, tol=0.000155]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2112.54it/s, iter=893, step_size=0.893, tol=0.000155]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2110.88it/s, iter=893, step_size=0.893, tol=0.000155]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2110.12it/s, iter=894, step_size=0.893, tol=0.000154]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2108.46it/s, iter=894, step_size=0.893, tol=0.000154]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2107.91it/s, iter=895, step_size=0.893, tol=0.000153]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2106.25it/s, iter=895, step_size=0.893, tol=0.000153]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2105.69it/s, iter=896, step_size=0.893, tol=0.000153]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2104.05it/s, iter=896, step_size=0.893, tol=0.000153]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2103.49it/s, iter=897, step_size=0.893, tol=0.000152]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2101.85it/s, iter=897, step_size=0.893, tol=0.000152]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2101.30it/s, iter=898, step_size=0.893, tol=0.000151]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2099.65it/s, iter=898, step_size=0.893, tol=0.000151]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2099.10it/s, iter=899, step_size=0.893, tol=0.000151]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2097.47it/s, iter=899, step_size=0.893, tol=0.000151]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2096.92it/s, iter=900, step_size=0.893, tol=0.00015]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2095.29it/s, iter=900, step_size=0.893, tol=0.00015]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2094.74it/s, iter=901, step_size=0.893, tol=0.000149]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2093.12it/s, iter=901, step_size=0.893, tol=0.000149]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2092.58it/s, iter=902, step_size=0.893, tol=0.000149]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2090.95it/s, iter=902, step_size=0.893, tol=0.000149]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2090.41it/s, iter=903, step_size=0.893, tol=0.000148]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2088.80it/s, iter=903, step_size=0.893, tol=0.000148]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2088.25it/s, iter=904, step_size=0.893, tol=0.000147]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2086.43it/s, iter=904, step_size=0.893, tol=0.000147]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2085.88it/s, iter=905, step_size=0.893, tol=0.000147]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2084.27it/s, iter=905, step_size=0.893, tol=0.000147]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2083.73it/s, iter=906, step_size=0.893, tol=0.000146]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2082.13it/s, iter=906, step_size=0.893, tol=0.000146]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2081.58it/s, iter=907, step_size=0.893, tol=0.000146]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2079.98it/s, iter=907, step_size=0.893, tol=0.000146]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2079.44it/s, iter=908, step_size=0.893, tol=0.000145]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2077.59it/s, iter=908, step_size=0.893, tol=0.000145]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2076.68it/s, iter=909, step_size=0.893, tol=0.000144]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2073.37it/s, iter=909, step_size=0.893, tol=0.000144]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2072.13it/s, iter=910, step_size=0.893, tol=0.000144]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2070.15it/s, iter=910, step_size=0.893, tol=0.000144]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2069.53it/s, iter=911, step_size=0.893, tol=0.000143]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2066.90it/s, iter=911, step_size=0.893, tol=0.000143]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2066.36it/s, iter=912, step_size=0.893, tol=0.000142]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2064.76it/s, iter=912, step_size=0.893, tol=0.000142]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2064.04it/s, iter=913, step_size=0.893, tol=0.000142]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2062.34it/s, iter=913, step_size=0.893, tol=0.000142]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2061.80it/s, iter=914, step_size=0.893, tol=0.000141]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2060.19it/s, iter=914, step_size=0.893, tol=0.000141]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2059.65it/s, iter=915, step_size=0.893, tol=0.000141]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2058.04it/s, iter=915, step_size=0.893, tol=0.000141]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2057.51it/s, iter=916, step_size=0.893, tol=0.00014]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2055.74it/s, iter=916, step_size=0.893, tol=0.00014]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2055.20it/s, iter=917, step_size=0.893, tol=0.000139]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2053.61it/s, iter=917, step_size=0.893, tol=0.000139]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2053.07it/s, iter=918, step_size=0.893, tol=0.000139]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2051.49it/s, iter=918, step_size=0.893, tol=0.000139]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2050.95it/s, iter=919, step_size=0.893, tol=0.000138]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2049.36it/s, iter=919, step_size=0.893, tol=0.000138]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2048.83it/s, iter=920, step_size=0.893, tol=0.000138]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2047.25it/s, iter=920, step_size=0.893, tol=0.000138]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2046.72it/s, iter=921, step_size=0.893, tol=0.000137]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2045.14it/s, iter=921, step_size=0.893, tol=0.000137]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2044.61it/s, iter=922, step_size=0.893, tol=0.000136]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2042.97it/s, iter=922, step_size=0.893, tol=0.000136]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2042.45it/s, iter=923, step_size=0.893, tol=0.000136]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2040.67it/s, iter=923, step_size=0.893, tol=0.000136]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2040.15it/s, iter=924, step_size=0.893, tol=0.000135]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2038.60it/s, iter=924, step_size=0.893, tol=0.000135]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2038.08it/s, iter=925, step_size=0.893, tol=0.000135]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2036.54it/s, iter=925, step_size=0.893, tol=0.000135]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2036.02it/s, iter=926, step_size=0.893, tol=0.000134]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2034.48it/s, iter=926, step_size=0.893, tol=0.000134]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2033.96it/s, iter=927, step_size=0.893, tol=0.000134]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2032.44it/s, iter=927, step_size=0.893, tol=0.000134]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2031.93it/s, iter=928, step_size=0.893, tol=0.000133]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2030.39it/s, iter=928, step_size=0.893, tol=0.000133]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2029.88it/s, iter=929, step_size=0.893, tol=0.000132]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2028.35it/s, iter=929, step_size=0.893, tol=0.000132]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2027.83it/s, iter=930, step_size=0.893, tol=0.000132]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2026.30it/s, iter=930, step_size=0.893, tol=0.000132]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2025.79it/s, iter=931, step_size=0.893, tol=0.000131]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2024.26it/s, iter=931, step_size=0.893, tol=0.000131]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2023.75it/s, iter=932, step_size=0.893, tol=0.000131]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2022.23it/s, iter=932, step_size=0.893, tol=0.000131]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2021.71it/s, iter=933, step_size=0.893, tol=0.00013]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2020.19it/s, iter=933, step_size=0.893, tol=0.00013]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2019.35it/s, iter=934, step_size=0.893, tol=0.00013]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2017.83it/s, iter=934, step_size=0.893, tol=0.00013]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2017.32it/s, iter=935, step_size=0.893, tol=0.000129]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2015.81it/s, iter=935, step_size=0.893, tol=0.000129]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2015.30it/s, iter=936, step_size=0.893, tol=0.000128]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2013.80it/s, iter=936, step_size=0.893, tol=0.000128]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2013.30it/s, iter=937, step_size=0.893, tol=0.000128]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2011.80it/s, iter=937, step_size=0.893, tol=0.000128]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2011.29it/s, iter=938, step_size=0.893, tol=0.000127]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2009.78it/s, iter=938, step_size=0.893, tol=0.000127]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2009.27it/s, iter=939, step_size=0.893, tol=0.000127]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2007.78it/s, iter=939, step_size=0.893, tol=0.000127]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2007.28it/s, iter=940, step_size=0.893, tol=0.000126]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2005.78it/s, iter=940, step_size=0.893, tol=0.000126]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2005.27it/s, iter=941, step_size=0.893, tol=0.000126]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2003.78it/s, iter=941, step_size=0.893, tol=0.000126]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2003.28it/s, iter=942, step_size=0.893, tol=0.000125]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2001.79it/s, iter=942, step_size=0.893, tol=0.000125]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 2001.29it/s, iter=943, step_size=0.893, tol=0.000125]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1999.80it/s, iter=943, step_size=0.893, tol=0.000125]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1999.29it/s, iter=944, step_size=0.893, tol=0.000124]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1997.58it/s, iter=944, step_size=0.893, tol=0.000124]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1997.08it/s, iter=945, step_size=0.893, tol=0.000124]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1995.59it/s, iter=945, step_size=0.893, tol=0.000124]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1995.08it/s, iter=946, step_size=0.893, tol=0.000123]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1993.50it/s, iter=946, step_size=0.893, tol=0.000123]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1992.92it/s, iter=947, step_size=0.893, tol=0.000123]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1991.45it/s, iter=947, step_size=0.893, tol=0.000123]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1990.95it/s, iter=948, step_size=0.893, tol=0.000122]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1989.48it/s, iter=948, step_size=0.893, tol=0.000122]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1988.99it/s, iter=949, step_size=0.893, tol=0.000121]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1987.46it/s, iter=949, step_size=0.893, tol=0.000121]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1986.98it/s, iter=950, step_size=0.893, tol=0.000121]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1985.48it/s, iter=950, step_size=0.893, tol=0.000121]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1984.99it/s, iter=951, step_size=0.893, tol=0.00012]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1983.54it/s, iter=951, step_size=0.893, tol=0.00012]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1983.06it/s, iter=952, step_size=0.893, tol=0.00012]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1981.63it/s, iter=952, step_size=0.893, tol=0.00012]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1981.15it/s, iter=953, step_size=0.893, tol=0.000119]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1979.51it/s, iter=953, step_size=0.893, tol=0.000119]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1979.03it/s, iter=954, step_size=0.893, tol=0.000119]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1977.60it/s, iter=954, step_size=0.893, tol=0.000119]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1976.93it/s, iter=955, step_size=0.893, tol=0.000118]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1975.49it/s, iter=955, step_size=0.893, tol=0.000118]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1975.02it/s, iter=956, step_size=0.893, tol=0.000118]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1973.59it/s, iter=956, step_size=0.893, tol=0.000118]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1973.11it/s, iter=957, step_size=0.893, tol=0.000117]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1971.68it/s, iter=957, step_size=0.893, tol=0.000117]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1971.21it/s, iter=958, step_size=0.893, tol=0.000117]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1969.79it/s, iter=958, step_size=0.893, tol=0.000117]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1969.31it/s, iter=959, step_size=0.893, tol=0.000116]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1967.89it/s, iter=959, step_size=0.893, tol=0.000116]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1967.41it/s, iter=960, step_size=0.893, tol=0.000116]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1966.00it/s, iter=960, step_size=0.893, tol=0.000116]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1965.53it/s, iter=961, step_size=0.893, tol=0.000115]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1964.11it/s, iter=961, step_size=0.893, tol=0.000115]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1963.64it/s, iter=962, step_size=0.893, tol=0.000115]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1962.24it/s, iter=962, step_size=0.893, tol=0.000115]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1961.77it/s, iter=963, step_size=0.893, tol=0.000114]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1960.37it/s, iter=963, step_size=0.893, tol=0.000114]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1959.90it/s, iter=964, step_size=0.893, tol=0.000114]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1958.50it/s, iter=964, step_size=0.893, tol=0.000114]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1958.04it/s, iter=965, step_size=0.893, tol=0.000113]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1956.62it/s, iter=965, step_size=0.893, tol=0.000113]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1956.15it/s, iter=966, step_size=0.893, tol=0.000113]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1954.76it/s, iter=966, step_size=0.893, tol=0.000113]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1954.29it/s, iter=967, step_size=0.893, tol=0.000112]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1952.90it/s, iter=967, step_size=0.893, tol=0.000112]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1952.43it/s, iter=968, step_size=0.893, tol=0.000112]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1951.04it/s, iter=968, step_size=0.893, tol=0.000112]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1950.57it/s, iter=969, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1949.19it/s, iter=969, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1948.73it/s, iter=970, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1947.34it/s, iter=970, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1946.88it/s, iter=971, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1945.50it/s, iter=971, step_size=0.893, tol=0.000111]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1945.03it/s, iter=972, step_size=0.893, tol=0.00011]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1943.66it/s, iter=972, step_size=0.893, tol=0.00011]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1943.19it/s, iter=973, step_size=0.893, tol=0.00011]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1941.81it/s, iter=973, step_size=0.893, tol=0.00011]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1941.35it/s, iter=974, step_size=0.893, tol=0.000109]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1939.97it/s, iter=974, step_size=0.893, tol=0.000109]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1939.50it/s, iter=975, step_size=0.893, tol=0.000109]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1938.12it/s, iter=975, step_size=0.893, tol=0.000109]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1937.66it/s, iter=976, step_size=0.893, tol=0.000108]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1936.26it/s, iter=976, step_size=0.893, tol=0.000108]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1935.79it/s, iter=977, step_size=0.893, tol=0.000108]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1934.43it/s, iter=977, step_size=0.893, tol=0.000108]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1933.86it/s, iter=978, step_size=0.893, tol=0.000107]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1932.43it/s, iter=978, step_size=0.893, tol=0.000107]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1931.98it/s, iter=979, step_size=0.893, tol=0.000107]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1930.62it/s, iter=979, step_size=0.893, tol=0.000107]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1930.16it/s, iter=980, step_size=0.893, tol=0.000106]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1928.79it/s, iter=980, step_size=0.893, tol=0.000106]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1928.33it/s, iter=981, step_size=0.893, tol=0.000106]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1926.96it/s, iter=981, step_size=0.893, tol=0.000106]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1926.50it/s, iter=982, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1925.14it/s, iter=982, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1924.68it/s, iter=983, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1923.32it/s, iter=983, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1922.86it/s, iter=984, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1921.51it/s, iter=984, step_size=0.893, tol=0.000105]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1921.05it/s, iter=985, step_size=0.893, tol=0.000104]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1919.71it/s, iter=985, step_size=0.893, tol=0.000104]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1919.26it/s, iter=986, step_size=0.893, tol=0.000104]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1917.92it/s, iter=986, step_size=0.893, tol=0.000104]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1917.47it/s, iter=987, step_size=0.893, tol=0.000103]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1916.10it/s, iter=987, step_size=0.893, tol=0.000103]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1915.65it/s, iter=988, step_size=0.893, tol=0.000103]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1914.31it/s, iter=988, step_size=0.893, tol=0.000103]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1913.85it/s, iter=989, step_size=0.893, tol=0.000102]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1912.47it/s, iter=989, step_size=0.893, tol=0.000102]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1912.01it/s, iter=990, step_size=0.893, tol=0.000102]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1910.67it/s, iter=990, step_size=0.893, tol=0.000102]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1910.22it/s, iter=991, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1908.87it/s, iter=991, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1908.43it/s, iter=992, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1907.10it/s, iter=992, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1906.65it/s, iter=993, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1905.31it/s, iter=993, step_size=0.893, tol=0.000101]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1904.86it/s, iter=994, step_size=0.893, tol=0.0001]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1903.54it/s, iter=994, step_size=0.893, tol=0.0001]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1903.08it/s, iter=995, step_size=0.893, tol=9.97e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1901.75it/s, iter=995, step_size=0.893, tol=9.97e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1901.30it/s, iter=996, step_size=0.893, tol=9.93e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1899.98it/s, iter=996, step_size=0.893, tol=9.93e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1899.53it/s, iter=997, step_size=0.893, tol=9.89e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1898.20it/s, iter=997, step_size=0.893, tol=9.89e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1897.75it/s, iter=998, step_size=0.893, tol=9.85e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1896.05it/s, iter=998, step_size=0.893, tol=9.85e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1895.60it/s, iter=999, step_size=0.893, tol=9.8e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1894.28it/s, iter=999, step_size=0.893, tol=9.8e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1893.83it/s, iter=1e+03, step_size=0.893, tol=9.76e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1892.52it/s, iter=1e+03, step_size=0.893, tol=9.76e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1892.07it/s, iter=1e+03, step_size=0.893, tol=9.72e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1890.77it/s, iter=1e+03, step_size=0.893, tol=9.72e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1890.32it/s, iter=1e+03, step_size=0.893, tol=9.68e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1889.01it/s, iter=1e+03, step_size=0.893, tol=9.68e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1888.56it/s, iter=1e+03, step_size=0.893, tol=9.64e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1887.26it/s, iter=1e+03, step_size=0.893, tol=9.64e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1886.81it/s, iter=1e+03, step_size=0.893, tol=9.6e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1885.51it/s, iter=1e+03, step_size=0.893, tol=9.6e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1885.06it/s, iter=1.00e+03, step_size=0.893, tol=9.56e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1883.76it/s, iter=1.00e+03, step_size=0.893, tol=9.56e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1883.32it/s, iter=1.01e+03, step_size=0.893, tol=9.51e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1882.02it/s, iter=1.01e+03, step_size=0.893, tol=9.51e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1881.57it/s, iter=1.01e+03, step_size=0.893, tol=9.47e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1880.26it/s, iter=1.01e+03, step_size=0.893, tol=9.47e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1879.82it/s, iter=1.01e+03, step_size=0.893, tol=9.43e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1878.52it/s, iter=1.01e+03, step_size=0.893, tol=9.43e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1877.98it/s, iter=1.01e+03, step_size=0.893, tol=9.39e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1876.59it/s, iter=1.01e+03, step_size=0.893, tol=9.39e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1876.15it/s, iter=1.01e+03, step_size=0.893, tol=9.35e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1874.85it/s, iter=1.01e+03, step_size=0.893, tol=9.35e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1874.31it/s, iter=1.01e+03, step_size=0.893, tol=9.31e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1872.95it/s, iter=1.01e+03, step_size=0.893, tol=9.31e-05]
PGD: 15%|#5 | 751/5000 [00:00<00:02, 1872.51it/s, iter=1.01e+03, step_size=0.893, tol=9.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2525.35it/s, iter=1.01e+03, step_size=0.893, tol=9.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2523.64it/s, iter=1.01e+03, step_size=0.893, tol=9.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2523.05it/s, iter=1.01e+03, step_size=0.893, tol=9.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2521.31it/s, iter=1.01e+03, step_size=0.893, tol=9.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2520.72it/s, iter=1.01e+03, step_size=0.893, tol=9.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2518.99it/s, iter=1.01e+03, step_size=0.893, tol=9.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2518.40it/s, iter=1.02e+03, step_size=0.893, tol=9.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2516.68it/s, iter=1.02e+03, step_size=0.893, tol=9.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2516.09it/s, iter=1.02e+03, step_size=0.893, tol=9.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2514.38it/s, iter=1.02e+03, step_size=0.893, tol=9.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2513.79it/s, iter=1.02e+03, step_size=0.893, tol=9.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2512.08it/s, iter=1.02e+03, step_size=0.893, tol=9.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2511.49it/s, iter=1.02e+03, step_size=0.893, tol=9.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2509.78it/s, iter=1.02e+03, step_size=0.893, tol=9.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2509.20it/s, iter=1.02e+03, step_size=0.893, tol=9e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2507.45it/s, iter=1.02e+03, step_size=0.893, tol=9e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2506.86it/s, iter=1.02e+03, step_size=0.893, tol=8.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2505.15it/s, iter=1.02e+03, step_size=0.893, tol=8.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2504.57it/s, iter=1.02e+03, step_size=0.893, tol=8.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2502.86it/s, iter=1.02e+03, step_size=0.893, tol=8.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2502.27it/s, iter=1.02e+03, step_size=0.893, tol=8.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2500.57it/s, iter=1.02e+03, step_size=0.893, tol=8.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2499.99it/s, iter=1.02e+03, step_size=0.893, tol=8.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2498.28it/s, iter=1.02e+03, step_size=0.893, tol=8.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2497.70it/s, iter=1.02e+03, step_size=0.893, tol=8.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2496.00it/s, iter=1.02e+03, step_size=0.893, tol=8.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2495.42it/s, iter=1.02e+03, step_size=0.893, tol=8.77e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2493.72it/s, iter=1.02e+03, step_size=0.893, tol=8.77e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2493.14it/s, iter=1.03e+03, step_size=0.893, tol=8.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2491.45it/s, iter=1.03e+03, step_size=0.893, tol=8.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2490.87it/s, iter=1.03e+03, step_size=0.893, tol=8.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2489.19it/s, iter=1.03e+03, step_size=0.893, tol=8.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2488.62it/s, iter=1.03e+03, step_size=0.893, tol=8.66e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2486.93it/s, iter=1.03e+03, step_size=0.893, tol=8.66e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2486.36it/s, iter=1.03e+03, step_size=0.893, tol=8.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2484.69it/s, iter=1.03e+03, step_size=0.893, tol=8.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2484.09it/s, iter=1.03e+03, step_size=0.893, tol=8.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2482.41it/s, iter=1.03e+03, step_size=0.893, tol=8.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2481.84it/s, iter=1.03e+03, step_size=0.893, tol=8.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2480.15it/s, iter=1.03e+03, step_size=0.893, tol=8.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2479.58it/s, iter=1.03e+03, step_size=0.893, tol=8.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2477.90it/s, iter=1.03e+03, step_size=0.893, tol=8.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2477.32it/s, iter=1.03e+03, step_size=0.893, tol=8.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2475.65it/s, iter=1.03e+03, step_size=0.893, tol=8.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2475.08it/s, iter=1.03e+03, step_size=0.893, tol=8.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2473.42it/s, iter=1.03e+03, step_size=0.893, tol=8.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2472.85it/s, iter=1.04e+03, step_size=0.893, tol=8.41e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2471.19it/s, iter=1.04e+03, step_size=0.893, tol=8.41e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2470.62it/s, iter=1.04e+03, step_size=0.893, tol=8.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2468.96it/s, iter=1.04e+03, step_size=0.893, tol=8.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2468.38it/s, iter=1.04e+03, step_size=0.893, tol=8.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2466.72it/s, iter=1.04e+03, step_size=0.893, tol=8.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2466.16it/s, iter=1.04e+03, step_size=0.893, tol=8.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2464.52it/s, iter=1.04e+03, step_size=0.893, tol=8.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2463.96it/s, iter=1.04e+03, step_size=0.893, tol=8.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2462.31it/s, iter=1.04e+03, step_size=0.893, tol=8.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2461.65it/s, iter=1.04e+03, step_size=0.893, tol=8.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2459.64it/s, iter=1.04e+03, step_size=0.893, tol=8.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2458.71it/s, iter=1.04e+03, step_size=0.893, tol=8.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2456.76it/s, iter=1.04e+03, step_size=0.893, tol=8.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2456.19it/s, iter=1.04e+03, step_size=0.893, tol=8.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2454.19it/s, iter=1.04e+03, step_size=0.893, tol=8.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2453.62it/s, iter=1.04e+03, step_size=0.893, tol=8.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2451.92it/s, iter=1.04e+03, step_size=0.893, tol=8.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2451.34it/s, iter=1.04e+03, step_size=0.893, tol=8.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2449.64it/s, iter=1.04e+03, step_size=0.893, tol=8.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2449.06it/s, iter=1.04e+03, step_size=0.893, tol=8.05e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2447.37it/s, iter=1.04e+03, step_size=0.893, tol=8.05e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2446.79it/s, iter=1.05e+03, step_size=0.893, tol=8.02e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2445.09it/s, iter=1.05e+03, step_size=0.893, tol=8.02e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2444.52it/s, iter=1.05e+03, step_size=0.893, tol=7.99e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2442.84it/s, iter=1.05e+03, step_size=0.893, tol=7.99e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2442.26it/s, iter=1.05e+03, step_size=0.893, tol=7.95e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2440.59it/s, iter=1.05e+03, step_size=0.893, tol=7.95e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2440.02it/s, iter=1.05e+03, step_size=0.893, tol=7.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2438.35it/s, iter=1.05e+03, step_size=0.893, tol=7.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2437.78it/s, iter=1.05e+03, step_size=0.893, tol=7.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2435.90it/s, iter=1.05e+03, step_size=0.893, tol=7.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2435.33it/s, iter=1.05e+03, step_size=0.893, tol=7.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2433.65it/s, iter=1.05e+03, step_size=0.893, tol=7.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2432.89it/s, iter=1.05e+03, step_size=0.893, tol=7.82e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2429.54it/s, iter=1.05e+03, step_size=0.893, tol=7.82e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2428.67it/s, iter=1.05e+03, step_size=0.893, tol=7.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2425.20it/s, iter=1.05e+03, step_size=0.893, tol=7.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2424.58it/s, iter=1.05e+03, step_size=0.893, tol=7.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2422.76it/s, iter=1.05e+03, step_size=0.893, tol=7.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2422.14it/s, iter=1.06e+03, step_size=0.893, tol=7.72e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2420.32it/s, iter=1.06e+03, step_size=0.893, tol=7.72e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2419.70it/s, iter=1.06e+03, step_size=0.893, tol=7.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2417.90it/s, iter=1.06e+03, step_size=0.893, tol=7.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2417.29it/s, iter=1.06e+03, step_size=0.893, tol=7.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2415.47it/s, iter=1.06e+03, step_size=0.893, tol=7.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2414.86it/s, iter=1.06e+03, step_size=0.893, tol=7.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2412.89it/s, iter=1.06e+03, step_size=0.893, tol=7.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2412.08it/s, iter=1.06e+03, step_size=0.893, tol=7.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2410.29it/s, iter=1.06e+03, step_size=0.893, tol=7.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2409.67it/s, iter=1.06e+03, step_size=0.893, tol=7.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2407.87it/s, iter=1.06e+03, step_size=0.893, tol=7.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2407.26it/s, iter=1.06e+03, step_size=0.893, tol=7.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2405.47it/s, iter=1.06e+03, step_size=0.893, tol=7.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2404.86it/s, iter=1.06e+03, step_size=0.893, tol=7.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2403.06it/s, iter=1.06e+03, step_size=0.893, tol=7.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2402.45it/s, iter=1.06e+03, step_size=0.893, tol=7.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2400.67it/s, iter=1.06e+03, step_size=0.893, tol=7.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2400.07it/s, iter=1.06e+03, step_size=0.893, tol=7.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2398.30it/s, iter=1.06e+03, step_size=0.893, tol=7.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2397.69it/s, iter=1.06e+03, step_size=0.893, tol=7.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2395.94it/s, iter=1.06e+03, step_size=0.893, tol=7.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2395.38it/s, iter=1.07e+03, step_size=0.893, tol=7.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2393.56it/s, iter=1.07e+03, step_size=0.893, tol=7.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2393.00it/s, iter=1.07e+03, step_size=0.893, tol=7.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2391.27it/s, iter=1.07e+03, step_size=0.893, tol=7.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2390.63it/s, iter=1.07e+03, step_size=0.893, tol=7.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2388.79it/s, iter=1.07e+03, step_size=0.893, tol=7.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2388.23it/s, iter=1.07e+03, step_size=0.893, tol=7.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2386.60it/s, iter=1.07e+03, step_size=0.893, tol=7.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2386.04it/s, iter=1.07e+03, step_size=0.893, tol=7.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2384.41it/s, iter=1.07e+03, step_size=0.893, tol=7.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2383.84it/s, iter=1.07e+03, step_size=0.893, tol=7.21e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2382.22it/s, iter=1.07e+03, step_size=0.893, tol=7.21e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2381.67it/s, iter=1.07e+03, step_size=0.893, tol=7.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2380.05it/s, iter=1.07e+03, step_size=0.893, tol=7.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2379.50it/s, iter=1.07e+03, step_size=0.893, tol=7.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2377.89it/s, iter=1.07e+03, step_size=0.893, tol=7.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2377.34it/s, iter=1.07e+03, step_size=0.893, tol=7.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2375.72it/s, iter=1.07e+03, step_size=0.893, tol=7.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2375.17it/s, iter=1.08e+03, step_size=0.893, tol=7.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2373.54it/s, iter=1.08e+03, step_size=0.893, tol=7.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2372.99it/s, iter=1.08e+03, step_size=0.893, tol=7.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2371.38it/s, iter=1.08e+03, step_size=0.893, tol=7.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2370.82it/s, iter=1.08e+03, step_size=0.893, tol=7.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2369.21it/s, iter=1.08e+03, step_size=0.893, tol=7.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2368.62it/s, iter=1.08e+03, step_size=0.893, tol=7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2366.74it/s, iter=1.08e+03, step_size=0.893, tol=7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2366.22it/s, iter=1.08e+03, step_size=0.893, tol=6.97e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2364.69it/s, iter=1.08e+03, step_size=0.893, tol=6.97e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2364.18it/s, iter=1.08e+03, step_size=0.893, tol=6.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2362.66it/s, iter=1.08e+03, step_size=0.893, tol=6.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2362.14it/s, iter=1.08e+03, step_size=0.893, tol=6.91e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2360.62it/s, iter=1.08e+03, step_size=0.893, tol=6.91e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2359.97it/s, iter=1.08e+03, step_size=0.893, tol=6.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2358.37it/s, iter=1.08e+03, step_size=0.893, tol=6.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2357.85it/s, iter=1.08e+03, step_size=0.893, tol=6.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2356.33it/s, iter=1.08e+03, step_size=0.893, tol=6.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2355.82it/s, iter=1.08e+03, step_size=0.893, tol=6.82e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2354.30it/s, iter=1.08e+03, step_size=0.893, tol=6.82e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2353.78it/s, iter=1.08e+03, step_size=0.893, tol=6.79e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2352.28it/s, iter=1.08e+03, step_size=0.893, tol=6.79e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2351.76it/s, iter=1.09e+03, step_size=0.893, tol=6.76e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2350.26it/s, iter=1.09e+03, step_size=0.893, tol=6.76e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2349.75it/s, iter=1.09e+03, step_size=0.893, tol=6.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2348.24it/s, iter=1.09e+03, step_size=0.893, tol=6.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2347.73it/s, iter=1.09e+03, step_size=0.893, tol=6.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2346.25it/s, iter=1.09e+03, step_size=0.893, tol=6.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2345.53it/s, iter=1.09e+03, step_size=0.893, tol=6.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2344.03it/s, iter=1.09e+03, step_size=0.893, tol=6.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2343.53it/s, iter=1.09e+03, step_size=0.893, tol=6.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2342.03it/s, iter=1.09e+03, step_size=0.893, tol=6.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2341.53it/s, iter=1.09e+03, step_size=0.893, tol=6.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2340.04it/s, iter=1.09e+03, step_size=0.893, tol=6.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2339.54it/s, iter=1.09e+03, step_size=0.893, tol=6.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2338.06it/s, iter=1.09e+03, step_size=0.893, tol=6.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2337.56it/s, iter=1.09e+03, step_size=0.893, tol=6.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2336.08it/s, iter=1.09e+03, step_size=0.893, tol=6.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2335.57it/s, iter=1.09e+03, step_size=0.893, tol=6.54e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2334.09it/s, iter=1.09e+03, step_size=0.893, tol=6.54e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2333.59it/s, iter=1.1e+03, step_size=0.893, tol=6.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2332.12it/s, iter=1.1e+03, step_size=0.893, tol=6.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2331.52it/s, iter=1.1e+03, step_size=0.893, tol=6.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2329.79it/s, iter=1.1e+03, step_size=0.893, tol=6.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2329.28it/s, iter=1.1e+03, step_size=0.893, tol=6.45e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2327.81it/s, iter=1.1e+03, step_size=0.893, tol=6.45e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2327.30it/s, iter=1.1e+03, step_size=0.893, tol=6.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2325.83it/s, iter=1.1e+03, step_size=0.893, tol=6.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2325.34it/s, iter=1.1e+03, step_size=0.893, tol=6.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2323.66it/s, iter=1.1e+03, step_size=0.893, tol=6.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2323.15it/s, iter=1.1e+03, step_size=0.893, tol=6.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2321.68it/s, iter=1.1e+03, step_size=0.893, tol=6.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2321.19it/s, iter=1.1e+03, step_size=0.893, tol=6.34e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2319.47it/s, iter=1.1e+03, step_size=0.893, tol=6.34e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2318.97it/s, iter=1.1e+03, step_size=0.893, tol=6.32e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2317.51it/s, iter=1.1e+03, step_size=0.893, tol=6.32e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2317.02it/s, iter=1.1e+03, step_size=0.893, tol=6.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2315.56it/s, iter=1.1e+03, step_size=0.893, tol=6.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2315.07it/s, iter=1.1e+03, step_size=0.893, tol=6.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2313.63it/s, iter=1.1e+03, step_size=0.893, tol=6.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2313.14it/s, iter=1.10e+03, step_size=0.893, tol=6.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2311.69it/s, iter=1.10e+03, step_size=0.893, tol=6.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2311.19it/s, iter=1.11e+03, step_size=0.893, tol=6.21e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2309.75it/s, iter=1.11e+03, step_size=0.893, tol=6.21e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2309.25it/s, iter=1.11e+03, step_size=0.893, tol=6.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2307.80it/s, iter=1.11e+03, step_size=0.893, tol=6.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2307.32it/s, iter=1.11e+03, step_size=0.893, tol=6.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2305.86it/s, iter=1.11e+03, step_size=0.893, tol=6.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2305.37it/s, iter=1.11e+03, step_size=0.893, tol=6.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2303.92it/s, iter=1.11e+03, step_size=0.893, tol=6.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2303.43it/s, iter=1.11e+03, step_size=0.893, tol=6.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2301.62it/s, iter=1.11e+03, step_size=0.893, tol=6.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2301.13it/s, iter=1.11e+03, step_size=0.893, tol=6.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2299.69it/s, iter=1.11e+03, step_size=0.893, tol=6.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2299.20it/s, iter=1.11e+03, step_size=0.893, tol=6.05e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2297.77it/s, iter=1.11e+03, step_size=0.893, tol=6.05e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2297.28it/s, iter=1.11e+03, step_size=0.893, tol=6.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2295.83it/s, iter=1.11e+03, step_size=0.893, tol=6.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2295.34it/s, iter=1.11e+03, step_size=0.893, tol=6e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2293.90it/s, iter=1.11e+03, step_size=0.893, tol=6e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2293.42it/s, iter=1.12e+03, step_size=0.893, tol=5.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2291.98it/s, iter=1.12e+03, step_size=0.893, tol=5.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2291.49it/s, iter=1.12e+03, step_size=0.893, tol=5.95e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2290.07it/s, iter=1.12e+03, step_size=0.893, tol=5.95e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2289.58it/s, iter=1.12e+03, step_size=0.893, tol=5.93e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2288.15it/s, iter=1.12e+03, step_size=0.893, tol=5.93e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2287.67it/s, iter=1.12e+03, step_size=0.893, tol=5.9e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2286.25it/s, iter=1.12e+03, step_size=0.893, tol=5.9e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2285.77it/s, iter=1.12e+03, step_size=0.893, tol=5.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2284.31it/s, iter=1.12e+03, step_size=0.893, tol=5.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2283.83it/s, iter=1.12e+03, step_size=0.893, tol=5.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2282.22it/s, iter=1.12e+03, step_size=0.893, tol=5.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2281.74it/s, iter=1.12e+03, step_size=0.893, tol=5.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2280.33it/s, iter=1.12e+03, step_size=0.893, tol=5.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2279.85it/s, iter=1.12e+03, step_size=0.893, tol=5.8e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2278.43it/s, iter=1.12e+03, step_size=0.893, tol=5.8e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2277.95it/s, iter=1.12e+03, step_size=0.893, tol=5.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2276.54it/s, iter=1.12e+03, step_size=0.893, tol=5.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2276.06it/s, iter=1.12e+03, step_size=0.893, tol=5.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2274.65it/s, iter=1.12e+03, step_size=0.893, tol=5.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2274.18it/s, iter=1.12e+03, step_size=0.893, tol=5.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2272.77it/s, iter=1.12e+03, step_size=0.893, tol=5.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2272.29it/s, iter=1.13e+03, step_size=0.893, tol=5.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2270.67it/s, iter=1.13e+03, step_size=0.893, tol=5.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2270.19it/s, iter=1.13e+03, step_size=0.893, tol=5.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2268.61it/s, iter=1.13e+03, step_size=0.893, tol=5.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2268.13it/s, iter=1.13e+03, step_size=0.893, tol=5.66e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2266.74it/s, iter=1.13e+03, step_size=0.893, tol=5.66e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2266.27it/s, iter=1.13e+03, step_size=0.893, tol=5.63e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2264.87it/s, iter=1.13e+03, step_size=0.893, tol=5.63e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2264.39it/s, iter=1.13e+03, step_size=0.893, tol=5.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2263.01it/s, iter=1.13e+03, step_size=0.893, tol=5.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2262.53it/s, iter=1.13e+03, step_size=0.893, tol=5.58e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2260.88it/s, iter=1.13e+03, step_size=0.893, tol=5.58e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2260.41it/s, iter=1.13e+03, step_size=0.893, tol=5.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2259.02it/s, iter=1.13e+03, step_size=0.893, tol=5.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2258.54it/s, iter=1.13e+03, step_size=0.893, tol=5.54e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2257.16it/s, iter=1.13e+03, step_size=0.893, tol=5.54e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2256.69it/s, iter=1.13e+03, step_size=0.893, tol=5.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2255.31it/s, iter=1.13e+03, step_size=0.893, tol=5.51e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2254.84it/s, iter=1.14e+03, step_size=0.893, tol=5.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2253.46it/s, iter=1.14e+03, step_size=0.893, tol=5.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2252.99it/s, iter=1.14e+03, step_size=0.893, tol=5.47e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2251.61it/s, iter=1.14e+03, step_size=0.893, tol=5.47e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2251.14it/s, iter=1.14e+03, step_size=0.893, tol=5.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2249.77it/s, iter=1.14e+03, step_size=0.893, tol=5.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2249.30it/s, iter=1.14e+03, step_size=0.893, tol=5.42e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2247.94it/s, iter=1.14e+03, step_size=0.893, tol=5.42e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2247.47it/s, iter=1.14e+03, step_size=0.893, tol=5.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2246.10it/s, iter=1.14e+03, step_size=0.893, tol=5.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2245.63it/s, iter=1.14e+03, step_size=0.893, tol=5.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2244.26it/s, iter=1.14e+03, step_size=0.893, tol=5.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2243.80it/s, iter=1.14e+03, step_size=0.893, tol=5.35e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2242.43it/s, iter=1.14e+03, step_size=0.893, tol=5.35e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2241.77it/s, iter=1.14e+03, step_size=0.893, tol=5.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2240.41it/s, iter=1.14e+03, step_size=0.893, tol=5.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2239.95it/s, iter=1.14e+03, step_size=0.893, tol=5.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2238.59it/s, iter=1.14e+03, step_size=0.893, tol=5.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2238.12it/s, iter=1.14e+03, step_size=0.893, tol=5.28e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2236.76it/s, iter=1.14e+03, step_size=0.893, tol=5.28e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2236.30it/s, iter=1.14e+03, step_size=0.893, tol=5.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2234.95it/s, iter=1.14e+03, step_size=0.893, tol=5.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2234.49it/s, iter=1.15e+03, step_size=0.893, tol=5.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2233.15it/s, iter=1.15e+03, step_size=0.893, tol=5.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2232.68it/s, iter=1.15e+03, step_size=0.893, tol=5.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2231.34it/s, iter=1.15e+03, step_size=0.893, tol=5.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2230.89it/s, iter=1.15e+03, step_size=0.893, tol=5.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2229.54it/s, iter=1.15e+03, step_size=0.893, tol=5.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2229.08it/s, iter=1.15e+03, step_size=0.893, tol=5.17e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2227.73it/s, iter=1.15e+03, step_size=0.893, tol=5.17e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2227.27it/s, iter=1.15e+03, step_size=0.893, tol=5.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2225.93it/s, iter=1.15e+03, step_size=0.893, tol=5.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2225.48it/s, iter=1.15e+03, step_size=0.893, tol=5.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2224.13it/s, iter=1.15e+03, step_size=0.893, tol=5.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2223.68it/s, iter=1.15e+03, step_size=0.893, tol=5.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2222.22it/s, iter=1.15e+03, step_size=0.893, tol=5.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2221.70it/s, iter=1.15e+03, step_size=0.893, tol=5.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2220.36it/s, iter=1.15e+03, step_size=0.893, tol=5.09e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2219.89it/s, iter=1.15e+03, step_size=0.893, tol=5.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2218.56it/s, iter=1.15e+03, step_size=0.893, tol=5.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2218.10it/s, iter=1.16e+03, step_size=0.893, tol=5.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2216.77it/s, iter=1.16e+03, step_size=0.893, tol=5.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2216.31it/s, iter=1.16e+03, step_size=0.893, tol=5.02e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2214.98it/s, iter=1.16e+03, step_size=0.893, tol=5.02e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2214.52it/s, iter=1.16e+03, step_size=0.893, tol=5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2213.18it/s, iter=1.16e+03, step_size=0.893, tol=5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2212.73it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2211.24it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2210.78it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2209.46it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2209.00it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2207.67it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2207.22it/s, iter=1.16e+03, step_size=0.893, tol=4.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2205.90it/s, iter=1.16e+03, step_size=0.893, tol=4.92e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2205.45it/s, iter=1.16e+03, step_size=0.893, tol=4.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2204.14it/s, iter=1.16e+03, step_size=0.893, tol=4.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2203.69it/s, iter=1.16e+03, step_size=0.893, tol=4.87e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2202.34it/s, iter=1.16e+03, step_size=0.893, tol=4.87e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2201.90it/s, iter=1.16e+03, step_size=0.893, tol=4.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2200.59it/s, iter=1.16e+03, step_size=0.893, tol=4.85e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2200.14it/s, iter=1.16e+03, step_size=0.893, tol=4.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2198.83it/s, iter=1.16e+03, step_size=0.893, tol=4.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2198.38it/s, iter=1.17e+03, step_size=0.893, tol=4.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2197.06it/s, iter=1.17e+03, step_size=0.893, tol=4.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2196.62it/s, iter=1.17e+03, step_size=0.893, tol=4.79e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2195.31it/s, iter=1.17e+03, step_size=0.893, tol=4.79e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2194.87it/s, iter=1.17e+03, step_size=0.893, tol=4.77e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2193.57it/s, iter=1.17e+03, step_size=0.893, tol=4.77e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2193.12it/s, iter=1.17e+03, step_size=0.893, tol=4.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2191.83it/s, iter=1.17e+03, step_size=0.893, tol=4.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2191.39it/s, iter=1.17e+03, step_size=0.893, tol=4.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2189.91it/s, iter=1.17e+03, step_size=0.893, tol=4.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2189.37it/s, iter=1.17e+03, step_size=0.893, tol=4.71e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2188.02it/s, iter=1.17e+03, step_size=0.893, tol=4.71e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2187.57it/s, iter=1.17e+03, step_size=0.893, tol=4.69e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2186.22it/s, iter=1.17e+03, step_size=0.893, tol=4.69e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2185.77it/s, iter=1.17e+03, step_size=0.893, tol=4.67e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2184.42it/s, iter=1.17e+03, step_size=0.893, tol=4.67e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2183.94it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2182.60it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2182.14it/s, iter=1.18e+03, step_size=0.893, tol=4.63e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2180.80it/s, iter=1.18e+03, step_size=0.893, tol=4.63e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2180.35it/s, iter=1.18e+03, step_size=0.893, tol=4.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2179.01it/s, iter=1.18e+03, step_size=0.893, tol=4.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2178.56it/s, iter=1.18e+03, step_size=0.893, tol=4.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2177.23it/s, iter=1.18e+03, step_size=0.893, tol=4.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2176.78it/s, iter=1.18e+03, step_size=0.893, tol=4.57e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2175.46it/s, iter=1.18e+03, step_size=0.893, tol=4.57e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2174.93it/s, iter=1.18e+03, step_size=0.893, tol=4.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2173.13it/s, iter=1.18e+03, step_size=0.893, tol=4.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2172.68it/s, iter=1.18e+03, step_size=0.893, tol=4.53e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2171.35it/s, iter=1.18e+03, step_size=0.893, tol=4.53e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2170.89it/s, iter=1.18e+03, step_size=0.893, tol=4.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2169.55it/s, iter=1.18e+03, step_size=0.893, tol=4.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2169.10it/s, iter=1.18e+03, step_size=0.893, tol=4.5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2167.76it/s, iter=1.18e+03, step_size=0.893, tol=4.5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2167.32it/s, iter=1.18e+03, step_size=0.893, tol=4.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2165.95it/s, iter=1.18e+03, step_size=0.893, tol=4.48e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2165.49it/s, iter=1.18e+03, step_size=0.893, tol=4.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2164.20it/s, iter=1.18e+03, step_size=0.893, tol=4.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2163.77it/s, iter=1.18e+03, step_size=0.893, tol=4.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2162.49it/s, iter=1.18e+03, step_size=0.893, tol=4.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2162.06it/s, iter=1.19e+03, step_size=0.893, tol=4.42e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2160.78it/s, iter=1.19e+03, step_size=0.893, tol=4.42e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2160.35it/s, iter=1.19e+03, step_size=0.893, tol=4.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2159.08it/s, iter=1.19e+03, step_size=0.893, tol=4.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2158.65it/s, iter=1.19e+03, step_size=0.893, tol=4.38e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2157.31it/s, iter=1.19e+03, step_size=0.893, tol=4.38e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2156.79it/s, iter=1.19e+03, step_size=0.893, tol=4.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2155.53it/s, iter=1.19e+03, step_size=0.893, tol=4.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2155.10it/s, iter=1.19e+03, step_size=0.893, tol=4.35e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2153.82it/s, iter=1.19e+03, step_size=0.893, tol=4.35e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2153.39it/s, iter=1.19e+03, step_size=0.893, tol=4.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2152.13it/s, iter=1.19e+03, step_size=0.893, tol=4.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2151.70it/s, iter=1.19e+03, step_size=0.893, tol=4.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2150.44it/s, iter=1.19e+03, step_size=0.893, tol=4.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2150.01it/s, iter=1.19e+03, step_size=0.893, tol=4.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2148.76it/s, iter=1.19e+03, step_size=0.893, tol=4.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2148.33it/s, iter=1.19e+03, step_size=0.893, tol=4.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2147.06it/s, iter=1.19e+03, step_size=0.893, tol=4.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2146.63it/s, iter=1.2e+03, step_size=0.893, tol=4.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2145.37it/s, iter=1.2e+03, step_size=0.893, tol=4.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2144.94it/s, iter=1.2e+03, step_size=0.893, tol=4.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2143.69it/s, iter=1.2e+03, step_size=0.893, tol=4.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2143.27it/s, iter=1.2e+03, step_size=0.893, tol=4.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2142.03it/s, iter=1.2e+03, step_size=0.893, tol=4.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2141.60it/s, iter=1.2e+03, step_size=0.893, tol=4.2e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2140.35it/s, iter=1.2e+03, step_size=0.893, tol=4.2e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2139.93it/s, iter=1.2e+03, step_size=0.893, tol=4.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2138.69it/s, iter=1.2e+03, step_size=0.893, tol=4.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2138.26it/s, iter=1.2e+03, step_size=0.893, tol=4.17e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2137.02it/s, iter=1.2e+03, step_size=0.893, tol=4.17e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2136.59it/s, iter=1.2e+03, step_size=0.893, tol=4.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2135.36it/s, iter=1.2e+03, step_size=0.893, tol=4.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2134.93it/s, iter=1.2e+03, step_size=0.893, tol=4.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2133.70it/s, iter=1.2e+03, step_size=0.893, tol=4.13e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2133.27it/s, iter=1.2e+03, step_size=0.893, tol=4.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2132.03it/s, iter=1.2e+03, step_size=0.893, tol=4.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2131.61it/s, iter=1.2e+03, step_size=0.893, tol=4.1e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2130.37it/s, iter=1.2e+03, step_size=0.893, tol=4.1e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2129.95it/s, iter=1.20e+03, step_size=0.893, tol=4.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2128.68it/s, iter=1.20e+03, step_size=0.893, tol=4.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2128.26it/s, iter=1.21e+03, step_size=0.893, tol=4.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2127.03it/s, iter=1.21e+03, step_size=0.893, tol=4.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2126.61it/s, iter=1.21e+03, step_size=0.893, tol=4.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2125.37it/s, iter=1.21e+03, step_size=0.893, tol=4.04e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2124.96it/s, iter=1.21e+03, step_size=0.893, tol=4.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2123.73it/s, iter=1.21e+03, step_size=0.893, tol=4.03e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2123.31it/s, iter=1.21e+03, step_size=0.893, tol=4.01e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2122.08it/s, iter=1.21e+03, step_size=0.893, tol=4.01e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2121.67it/s, iter=1.21e+03, step_size=0.893, tol=3.99e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2120.45it/s, iter=1.21e+03, step_size=0.893, tol=3.99e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2120.03it/s, iter=1.21e+03, step_size=0.893, tol=3.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2118.81it/s, iter=1.21e+03, step_size=0.893, tol=3.98e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2118.39it/s, iter=1.21e+03, step_size=0.893, tol=3.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2117.16it/s, iter=1.21e+03, step_size=0.893, tol=3.96e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2116.74it/s, iter=1.21e+03, step_size=0.893, tol=3.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2115.52it/s, iter=1.21e+03, step_size=0.893, tol=3.94e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2115.11it/s, iter=1.21e+03, step_size=0.893, tol=3.93e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2113.78it/s, iter=1.21e+03, step_size=0.893, tol=3.93e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2113.29it/s, iter=1.22e+03, step_size=0.893, tol=3.91e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2112.07it/s, iter=1.22e+03, step_size=0.893, tol=3.91e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2111.66it/s, iter=1.22e+03, step_size=0.893, tol=3.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2110.42it/s, iter=1.22e+03, step_size=0.893, tol=3.89e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2110.01it/s, iter=1.22e+03, step_size=0.893, tol=3.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2108.78it/s, iter=1.22e+03, step_size=0.893, tol=3.88e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2108.37it/s, iter=1.22e+03, step_size=0.893, tol=3.86e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2107.15it/s, iter=1.22e+03, step_size=0.893, tol=3.86e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2106.74it/s, iter=1.22e+03, step_size=0.893, tol=3.84e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2105.53it/s, iter=1.22e+03, step_size=0.893, tol=3.84e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2104.97it/s, iter=1.22e+03, step_size=0.893, tol=3.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2103.76it/s, iter=1.22e+03, step_size=0.893, tol=3.83e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2103.34it/s, iter=1.22e+03, step_size=0.893, tol=3.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2102.14it/s, iter=1.22e+03, step_size=0.893, tol=3.81e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2101.73it/s, iter=1.22e+03, step_size=0.893, tol=3.8e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2100.52it/s, iter=1.22e+03, step_size=0.893, tol=3.8e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2100.11it/s, iter=1.22e+03, step_size=0.893, tol=3.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2098.90it/s, iter=1.22e+03, step_size=0.893, tol=3.78e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2098.50it/s, iter=1.22e+03, step_size=0.893, tol=3.76e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2097.30it/s, iter=1.22e+03, step_size=0.893, tol=3.76e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2096.90it/s, iter=1.22e+03, step_size=0.893, tol=3.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2095.69it/s, iter=1.22e+03, step_size=0.893, tol=3.75e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2095.29it/s, iter=1.23e+03, step_size=0.893, tol=3.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2094.08it/s, iter=1.23e+03, step_size=0.893, tol=3.73e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2093.65it/s, iter=1.23e+03, step_size=0.893, tol=3.72e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2092.45it/s, iter=1.23e+03, step_size=0.893, tol=3.72e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2092.04it/s, iter=1.23e+03, step_size=0.893, tol=3.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2090.85it/s, iter=1.23e+03, step_size=0.893, tol=3.7e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2090.44it/s, iter=1.23e+03, step_size=0.893, tol=3.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2089.24it/s, iter=1.23e+03, step_size=0.893, tol=3.68e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2088.83it/s, iter=1.23e+03, step_size=0.893, tol=3.67e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2087.64it/s, iter=1.23e+03, step_size=0.893, tol=3.67e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2087.23it/s, iter=1.23e+03, step_size=0.893, tol=3.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2086.03it/s, iter=1.23e+03, step_size=0.893, tol=3.65e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2085.63it/s, iter=1.23e+03, step_size=0.893, tol=3.64e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2084.43it/s, iter=1.23e+03, step_size=0.893, tol=3.64e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2084.03it/s, iter=1.23e+03, step_size=0.893, tol=3.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2082.84it/s, iter=1.23e+03, step_size=0.893, tol=3.62e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2082.43it/s, iter=1.23e+03, step_size=0.893, tol=3.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2081.25it/s, iter=1.23e+03, step_size=0.893, tol=3.61e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2080.84it/s, iter=1.24e+03, step_size=0.893, tol=3.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2079.66it/s, iter=1.24e+03, step_size=0.893, tol=3.59e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2079.26it/s, iter=1.24e+03, step_size=0.893, tol=3.58e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2078.08it/s, iter=1.24e+03, step_size=0.893, tol=3.58e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2077.68it/s, iter=1.24e+03, step_size=0.893, tol=3.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2076.48it/s, iter=1.24e+03, step_size=0.893, tol=3.56e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2076.08it/s, iter=1.24e+03, step_size=0.893, tol=3.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2074.90it/s, iter=1.24e+03, step_size=0.893, tol=3.55e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2074.50it/s, iter=1.24e+03, step_size=0.893, tol=3.53e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2073.33it/s, iter=1.24e+03, step_size=0.893, tol=3.53e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2072.94it/s, iter=1.24e+03, step_size=0.893, tol=3.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2071.77it/s, iter=1.24e+03, step_size=0.893, tol=3.52e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2071.37it/s, iter=1.24e+03, step_size=0.893, tol=3.5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2070.20it/s, iter=1.24e+03, step_size=0.893, tol=3.5e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2069.81it/s, iter=1.24e+03, step_size=0.893, tol=3.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2068.65it/s, iter=1.24e+03, step_size=0.893, tol=3.49e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2068.25it/s, iter=1.24e+03, step_size=0.893, tol=3.47e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2067.09it/s, iter=1.24e+03, step_size=0.893, tol=3.47e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2066.69it/s, iter=1.24e+03, step_size=0.893, tol=3.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2065.52it/s, iter=1.24e+03, step_size=0.893, tol=3.46e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2065.13it/s, iter=1.24e+03, step_size=0.893, tol=3.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2063.98it/s, iter=1.24e+03, step_size=0.893, tol=3.44e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2063.58it/s, iter=1.25e+03, step_size=0.893, tol=3.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2062.43it/s, iter=1.25e+03, step_size=0.893, tol=3.43e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2062.03it/s, iter=1.25e+03, step_size=0.893, tol=3.41e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2060.88it/s, iter=1.25e+03, step_size=0.893, tol=3.41e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2060.48it/s, iter=1.25e+03, step_size=0.893, tol=3.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2059.31it/s, iter=1.25e+03, step_size=0.893, tol=3.4e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2058.91it/s, iter=1.25e+03, step_size=0.893, tol=3.38e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2057.76it/s, iter=1.25e+03, step_size=0.893, tol=3.38e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2057.37it/s, iter=1.25e+03, step_size=0.893, tol=3.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2056.22it/s, iter=1.25e+03, step_size=0.893, tol=3.37e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2055.83it/s, iter=1.25e+03, step_size=0.893, tol=3.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2054.54it/s, iter=1.25e+03, step_size=0.893, tol=3.36e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2054.16it/s, iter=1.25e+03, step_size=0.893, tol=3.34e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2053.01it/s, iter=1.25e+03, step_size=0.893, tol=3.34e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2052.63it/s, iter=1.25e+03, step_size=0.893, tol=3.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2051.48it/s, iter=1.25e+03, step_size=0.893, tol=3.33e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2051.09it/s, iter=1.25e+03, step_size=0.893, tol=3.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2049.95it/s, iter=1.25e+03, step_size=0.893, tol=3.31e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2049.56it/s, iter=1.26e+03, step_size=0.893, tol=3.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2048.43it/s, iter=1.26e+03, step_size=0.893, tol=3.3e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2048.03it/s, iter=1.26e+03, step_size=0.893, tol=3.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2046.89it/s, iter=1.26e+03, step_size=0.893, tol=3.29e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2046.51it/s, iter=1.26e+03, step_size=0.893, tol=3.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2045.37it/s, iter=1.26e+03, step_size=0.893, tol=3.27e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2044.99it/s, iter=1.26e+03, step_size=0.893, tol=3.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2043.86it/s, iter=1.26e+03, step_size=0.893, tol=3.26e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2043.47it/s, iter=1.26e+03, step_size=0.893, tol=3.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2042.14it/s, iter=1.26e+03, step_size=0.893, tol=3.24e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2041.75it/s, iter=1.26e+03, step_size=0.893, tol=3.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2040.63it/s, iter=1.26e+03, step_size=0.893, tol=3.23e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2040.24it/s, iter=1.26e+03, step_size=0.893, tol=3.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2039.11it/s, iter=1.26e+03, step_size=0.893, tol=3.22e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2038.73it/s, iter=1.26e+03, step_size=0.893, tol=3.2e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2037.60it/s, iter=1.26e+03, step_size=0.893, tol=3.2e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2037.21it/s, iter=1.26e+03, step_size=0.893, tol=3.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2036.09it/s, iter=1.26e+03, step_size=0.893, tol=3.19e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2035.71it/s, iter=1.26e+03, step_size=0.893, tol=3.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2034.59it/s, iter=1.26e+03, step_size=0.893, tol=3.18e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2034.21it/s, iter=1.26e+03, step_size=0.893, tol=3.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2033.08it/s, iter=1.26e+03, step_size=0.893, tol=3.16e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2032.70it/s, iter=1.27e+03, step_size=0.893, tol=3.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2031.45it/s, iter=1.27e+03, step_size=0.893, tol=3.15e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2030.97it/s, iter=1.27e+03, step_size=0.893, tol=3.14e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2029.85it/s, iter=1.27e+03, step_size=0.893, tol=3.14e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2029.47it/s, iter=1.27e+03, step_size=0.893, tol=3.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2028.35it/s, iter=1.27e+03, step_size=0.893, tol=3.12e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2027.97it/s, iter=1.27e+03, step_size=0.893, tol=3.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2026.78it/s, iter=1.27e+03, step_size=0.893, tol=3.11e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2026.33it/s, iter=1.27e+03, step_size=0.893, tol=3.1e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2025.21it/s, iter=1.27e+03, step_size=0.893, tol=3.1e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2024.83it/s, iter=1.27e+03, step_size=0.893, tol=3.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2023.71it/s, iter=1.27e+03, step_size=0.893, tol=3.08e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2023.32it/s, iter=1.27e+03, step_size=0.893, tol=3.07e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2022.20it/s, iter=1.27e+03, step_size=0.893, tol=3.07e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2021.82it/s, iter=1.27e+03, step_size=0.893, tol=3.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2020.71it/s, iter=1.27e+03, step_size=0.893, tol=3.06e-05]
PGD: 20%|## | 1013/5000 [00:00<00:01, 2020.33it/s, iter=1.27e+03, step_size=0.893, tol=3.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2542.52it/s, iter=1.27e+03, step_size=0.893, tol=3.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2541.13it/s, iter=1.27e+03, step_size=0.893, tol=3.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2540.65it/s, iter=1.28e+03, step_size=0.893, tol=3.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2539.23it/s, iter=1.28e+03, step_size=0.893, tol=3.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2538.75it/s, iter=1.28e+03, step_size=0.893, tol=3.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2537.35it/s, iter=1.28e+03, step_size=0.893, tol=3.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2536.88it/s, iter=1.28e+03, step_size=0.893, tol=3.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2535.49it/s, iter=1.28e+03, step_size=0.893, tol=3.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2535.01it/s, iter=1.28e+03, step_size=0.893, tol=2.99e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2533.63it/s, iter=1.28e+03, step_size=0.893, tol=2.99e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2533.15it/s, iter=1.28e+03, step_size=0.893, tol=2.98e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2531.75it/s, iter=1.28e+03, step_size=0.893, tol=2.98e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2531.28it/s, iter=1.28e+03, step_size=0.893, tol=2.97e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2529.68it/s, iter=1.28e+03, step_size=0.893, tol=2.97e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2529.21it/s, iter=1.28e+03, step_size=0.893, tol=2.96e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2527.72it/s, iter=1.28e+03, step_size=0.893, tol=2.96e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2527.15it/s, iter=1.28e+03, step_size=0.893, tol=2.94e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2525.76it/s, iter=1.28e+03, step_size=0.893, tol=2.94e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2525.28it/s, iter=1.28e+03, step_size=0.893, tol=2.93e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2523.89it/s, iter=1.28e+03, step_size=0.893, tol=2.93e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2523.41it/s, iter=1.28e+03, step_size=0.893, tol=2.92e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2522.02it/s, iter=1.28e+03, step_size=0.893, tol=2.92e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2521.54it/s, iter=1.28e+03, step_size=0.893, tol=2.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2520.16it/s, iter=1.28e+03, step_size=0.893, tol=2.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2519.68it/s, iter=1.29e+03, step_size=0.893, tol=2.89e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2518.31it/s, iter=1.29e+03, step_size=0.893, tol=2.89e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2517.84it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2516.47it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2516.00it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2514.63it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2514.16it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2512.80it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2512.33it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2510.97it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2510.30it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2508.94it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2508.47it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2507.11it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2506.64it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2505.28it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2504.81it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2503.46it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2502.99it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2501.63it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2501.16it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2499.80it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2499.34it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2497.98it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2497.52it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2496.18it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2495.72it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2494.20it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2493.74it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2492.40it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2491.93it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2490.39it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2489.93it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2488.60it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2488.14it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2486.52it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2486.05it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2484.67it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2484.20it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2482.83it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2482.35it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2480.98it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2480.52it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2479.07it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2478.59it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2477.21it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2476.74it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2475.37it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2474.90it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2473.54it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2473.06it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2471.50it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2471.03it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2469.50it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2469.03it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2467.66it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2467.20it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2465.83it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2465.37it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2464.02it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2463.49it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2462.19it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2461.74it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2460.43it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2459.98it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2458.68it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2458.23it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2456.93it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2456.48it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2455.19it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2454.73it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2453.44it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2452.99it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2451.66it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2451.21it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2449.90it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2449.45it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2448.16it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2447.71it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2446.40it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2445.96it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2444.66it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2444.22it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2442.93it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2442.48it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2441.19it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2440.74it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2439.45it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2439.01it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2437.72it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2437.28it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2435.98it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2435.54it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2434.25it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2433.78it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2432.49it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2432.05it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2430.77it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2430.33it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2428.97it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2428.43it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2427.00it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2426.56it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2425.29it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2424.85it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2423.58it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2423.13it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2421.85it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2421.42it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2420.14it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2419.71it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2418.27it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2417.84it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2416.50it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2415.98it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2414.68it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2414.25it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2412.98it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2412.56it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2411.31it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2410.87it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2409.61it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2409.07it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2407.74it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2407.30it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2406.05it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2405.62it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2404.37it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2403.94it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2402.69it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2402.27it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2401.02it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2400.48it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2398.74it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2398.32it/s, iter=1.35e+03, step_size=0.893, tol=2.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2396.91it/s, iter=1.35e+03, step_size=0.893, tol=2.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2396.47it/s, iter=1.35e+03, step_size=0.893, tol=2.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2395.23it/s, iter=1.35e+03, step_size=0.893, tol=2.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2394.80it/s, iter=1.36e+03, step_size=0.893, tol=2.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2393.56it/s, iter=1.36e+03, step_size=0.893, tol=2.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2393.14it/s, iter=1.36e+03, step_size=0.893, tol=2.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2391.91it/s, iter=1.36e+03, step_size=0.893, tol=2.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2391.48it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2390.24it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2389.82it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2388.58it/s, iter=1.36e+03, step_size=0.893, tol=2.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2388.16it/s, iter=1.36e+03, step_size=0.893, tol=2.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2386.76it/s, iter=1.36e+03, step_size=0.893, tol=2.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2386.33it/s, iter=1.36e+03, step_size=0.893, tol=2.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2385.10it/s, iter=1.36e+03, step_size=0.893, tol=2.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2384.67it/s, iter=1.36e+03, step_size=0.893, tol=2.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2383.44it/s, iter=1.36e+03, step_size=0.893, tol=2.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2383.02it/s, iter=1.36e+03, step_size=0.893, tol=2.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2381.78it/s, iter=1.36e+03, step_size=0.893, tol=2.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2381.36it/s, iter=1.36e+03, step_size=0.893, tol=2.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2380.13it/s, iter=1.36e+03, step_size=0.893, tol=2.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2379.71it/s, iter=1.36e+03, step_size=0.893, tol=2.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2378.46it/s, iter=1.36e+03, step_size=0.893, tol=2.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2378.03it/s, iter=1.36e+03, step_size=0.893, tol=2.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2376.81it/s, iter=1.36e+03, step_size=0.893, tol=2.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2376.39it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2375.07it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2374.60it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2373.31it/s, iter=1.37e+03, step_size=0.893, tol=2.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2372.89it/s, iter=1.37e+03, step_size=0.893, tol=2.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2371.68it/s, iter=1.37e+03, step_size=0.893, tol=2.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2371.27it/s, iter=1.37e+03, step_size=0.893, tol=2.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2370.06it/s, iter=1.37e+03, step_size=0.893, tol=2.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2369.65it/s, iter=1.37e+03, step_size=0.893, tol=2.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2368.44it/s, iter=1.37e+03, step_size=0.893, tol=2.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2368.02it/s, iter=1.37e+03, step_size=0.893, tol=2.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2366.81it/s, iter=1.37e+03, step_size=0.893, tol=2.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2366.39it/s, iter=1.37e+03, step_size=0.893, tol=2.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2365.18it/s, iter=1.37e+03, step_size=0.893, tol=2.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2364.76it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2363.40it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2362.98it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2361.46it/s, iter=1.37e+03, step_size=0.893, tol=2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2361.04it/s, iter=1.38e+03, step_size=0.893, tol=1.99e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2359.83it/s, iter=1.38e+03, step_size=0.893, tol=1.99e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2359.42it/s, iter=1.38e+03, step_size=0.893, tol=1.98e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2358.21it/s, iter=1.38e+03, step_size=0.893, tol=1.98e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2357.79it/s, iter=1.38e+03, step_size=0.893, tol=1.97e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2356.59it/s, iter=1.38e+03, step_size=0.893, tol=1.97e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2356.18it/s, iter=1.38e+03, step_size=0.893, tol=1.96e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2354.97it/s, iter=1.38e+03, step_size=0.893, tol=1.96e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2354.56it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2353.36it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2352.94it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2351.74it/s, iter=1.38e+03, step_size=0.893, tol=1.95e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2351.33it/s, iter=1.38e+03, step_size=0.893, tol=1.94e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2350.11it/s, iter=1.38e+03, step_size=0.893, tol=1.94e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2349.70it/s, iter=1.38e+03, step_size=0.893, tol=1.93e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2348.50it/s, iter=1.38e+03, step_size=0.893, tol=1.93e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2348.09it/s, iter=1.38e+03, step_size=0.893, tol=1.92e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2346.88it/s, iter=1.38e+03, step_size=0.893, tol=1.92e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2346.47it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2345.27it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2344.86it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2343.51it/s, iter=1.38e+03, step_size=0.893, tol=1.91e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2343.10it/s, iter=1.39e+03, step_size=0.893, tol=1.9e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2341.92it/s, iter=1.39e+03, step_size=0.893, tol=1.9e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2341.51it/s, iter=1.39e+03, step_size=0.893, tol=1.89e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2340.32it/s, iter=1.39e+03, step_size=0.893, tol=1.89e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2339.90it/s, iter=1.39e+03, step_size=0.893, tol=1.88e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2338.72it/s, iter=1.39e+03, step_size=0.893, tol=1.88e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2338.31it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2337.13it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2336.73it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2335.43it/s, iter=1.39e+03, step_size=0.893, tol=1.87e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2334.97it/s, iter=1.39e+03, step_size=0.893, tol=1.86e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2333.79it/s, iter=1.39e+03, step_size=0.893, tol=1.86e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2333.39it/s, iter=1.39e+03, step_size=0.893, tol=1.85e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2332.21it/s, iter=1.39e+03, step_size=0.893, tol=1.85e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2331.81it/s, iter=1.39e+03, step_size=0.893, tol=1.84e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2330.64it/s, iter=1.39e+03, step_size=0.893, tol=1.84e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2330.24it/s, iter=1.39e+03, step_size=0.893, tol=1.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2329.06it/s, iter=1.39e+03, step_size=0.893, tol=1.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2328.66it/s, iter=1.4e+03, step_size=0.893, tol=1.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2327.37it/s, iter=1.4e+03, step_size=0.893, tol=1.83e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2326.83it/s, iter=1.4e+03, step_size=0.893, tol=1.82e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2325.66it/s, iter=1.4e+03, step_size=0.893, tol=1.82e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2325.26it/s, iter=1.4e+03, step_size=0.893, tol=1.81e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2324.08it/s, iter=1.4e+03, step_size=0.893, tol=1.81e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2323.68it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2322.52it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2322.12it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2320.96it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2320.56it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2319.40it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2319.00it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2317.84it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2317.44it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2316.29it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2315.89it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2314.66it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2314.18it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2313.03it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2312.63it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2311.48it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2311.09it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2309.77it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2309.38it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2308.23it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2307.84it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2306.70it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2306.30it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2305.15it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2304.76it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2303.62it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2303.23it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2302.09it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2301.70it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2300.55it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2300.16it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2299.01it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2298.62it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2297.48it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2297.08it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2295.94it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2295.55it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2294.41it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2293.94it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2292.72it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2292.32it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2291.18it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2290.80it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2289.66it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2289.28it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2288.15it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2287.77it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2286.64it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2286.25it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2285.13it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2284.74it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2283.61it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2283.22it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2282.09it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2281.71it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2280.58it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2280.19it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2279.06it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2278.68it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2277.54it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2277.16it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2276.03it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2275.65it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2274.53it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2274.15it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2273.03it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2272.65it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2271.48it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2271.10it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2269.98it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2269.60it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2268.48it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2268.09it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2266.92it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2266.32it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2265.09it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2264.69it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2263.54it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2263.14it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2262.00it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2261.62it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2260.45it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2260.06it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2258.92it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2258.53it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2257.39it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2257.00it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2255.86it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2255.47it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2254.33it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2253.94it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2252.80it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2252.41it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2251.27it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2250.88it/s, iter=1.44e+03, step_size=0.893, tol=1.48e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2249.75it/s, iter=1.44e+03, step_size=0.893, tol=1.48e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2249.37it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2248.24it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2247.86it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2246.72it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2246.29it/s, iter=1.45e+03, step_size=0.893, tol=1.46e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2245.18it/s, iter=1.45e+03, step_size=0.893, tol=1.46e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2244.81it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2243.73it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2243.35it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2242.27it/s, iter=1.45e+03, step_size=0.893, tol=1.45e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2241.89it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2240.81it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2240.44it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2239.36it/s, iter=1.45e+03, step_size=0.893, tol=1.44e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2238.98it/s, iter=1.45e+03, step_size=0.893, tol=1.43e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2237.91it/s, iter=1.45e+03, step_size=0.893, tol=1.43e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2237.54it/s, iter=1.45e+03, step_size=0.893, tol=1.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2236.46it/s, iter=1.45e+03, step_size=0.893, tol=1.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2236.09it/s, iter=1.46e+03, step_size=0.893, tol=1.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2235.01it/s, iter=1.46e+03, step_size=0.893, tol=1.42e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2234.64it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2233.57it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2233.20it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2232.12it/s, iter=1.46e+03, step_size=0.893, tol=1.41e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2231.76it/s, iter=1.46e+03, step_size=0.893, tol=1.4e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2230.68it/s, iter=1.46e+03, step_size=0.893, tol=1.4e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2230.32it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2229.22it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2228.85it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2227.78it/s, iter=1.46e+03, step_size=0.893, tol=1.39e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2227.41it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2226.35it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2225.98it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2224.90it/s, iter=1.46e+03, step_size=0.893, tol=1.38e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2224.53it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2223.46it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2223.10it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2222.03it/s, iter=1.46e+03, step_size=0.893, tol=1.37e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2221.67it/s, iter=1.46e+03, step_size=0.893, tol=1.36e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2220.47it/s, iter=1.46e+03, step_size=0.893, tol=1.36e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2220.10it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2219.04it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2218.67it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2217.61it/s, iter=1.47e+03, step_size=0.893, tol=1.35e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2217.25it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2216.19it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2215.82it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2214.77it/s, iter=1.47e+03, step_size=0.893, tol=1.34e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2214.41it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2213.33it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2212.96it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2211.91it/s, iter=1.47e+03, step_size=0.893, tol=1.33e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2211.54it/s, iter=1.47e+03, step_size=0.893, tol=1.32e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2210.50it/s, iter=1.47e+03, step_size=0.893, tol=1.32e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2210.14it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2209.08it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2208.72it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2207.67it/s, iter=1.47e+03, step_size=0.893, tol=1.31e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2207.30it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2206.25it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2205.88it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2204.82it/s, iter=1.48e+03, step_size=0.893, tol=1.3e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2204.46it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2203.41it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2203.05it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2201.99it/s, iter=1.48e+03, step_size=0.893, tol=1.29e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2201.63it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2200.41it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2200.06it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2198.99it/s, iter=1.48e+03, step_size=0.893, tol=1.28e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2198.63it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2197.57it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2197.21it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2196.16it/s, iter=1.48e+03, step_size=0.893, tol=1.27e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2195.80it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2194.75it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2194.39it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2193.34it/s, iter=1.48e+03, step_size=0.893, tol=1.26e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2192.98it/s, iter=1.48e+03, step_size=0.893, tol=1.25e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2191.94it/s, iter=1.48e+03, step_size=0.893, tol=1.25e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2191.59it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2190.55it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2190.19it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2189.15it/s, iter=1.49e+03, step_size=0.893, tol=1.24e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2188.79it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2187.76it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2187.40it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2186.37it/s, iter=1.49e+03, step_size=0.893, tol=1.23e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2186.02it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2184.98it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2184.63it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2183.57it/s, iter=1.49e+03, step_size=0.893, tol=1.22e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2183.22it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2182.18it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2181.82it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2180.78it/s, iter=1.49e+03, step_size=0.893, tol=1.21e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2180.43it/s, iter=1.49e+03, step_size=0.893, tol=1.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2179.39it/s, iter=1.49e+03, step_size=0.893, tol=1.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2179.03it/s, iter=1.5e+03, step_size=0.893, tol=1.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2178.00it/s, iter=1.5e+03, step_size=0.893, tol=1.2e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2177.65it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2176.48it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2176.13it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2175.10it/s, iter=1.5e+03, step_size=0.893, tol=1.19e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2174.75it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2173.73it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2173.38it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2172.36it/s, iter=1.5e+03, step_size=0.893, tol=1.18e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2172.00it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2170.99it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2170.64it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2169.62it/s, iter=1.5e+03, step_size=0.893, tol=1.17e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2169.27it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2168.23it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2167.89it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2166.82it/s, iter=1.5e+03, step_size=0.893, tol=1.16e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2166.47it/s, iter=1.5e+03, step_size=0.893, tol=1.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2165.46it/s, iter=1.5e+03, step_size=0.893, tol=1.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2165.11it/s, iter=1.50e+03, step_size=0.893, tol=1.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2164.09it/s, iter=1.50e+03, step_size=0.893, tol=1.15e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2163.75it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2162.74it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2162.40it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2161.39it/s, iter=1.51e+03, step_size=0.893, tol=1.14e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2161.04it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2159.91it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2159.56it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2158.55it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2158.20it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2157.19it/s, iter=1.51e+03, step_size=0.893, tol=1.13e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2156.85it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2155.84it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2155.50it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2154.47it/s, iter=1.51e+03, step_size=0.893, tol=1.12e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2154.12it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2153.10it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2152.75it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2151.75it/s, iter=1.51e+03, step_size=0.893, tol=1.11e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2151.40it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2150.40it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2150.05it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2149.05it/s, iter=1.52e+03, step_size=0.893, tol=1.1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2148.71it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2147.71it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2147.37it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2146.37it/s, iter=1.52e+03, step_size=0.893, tol=1.09e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2145.98it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2144.96it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2144.61it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2143.61it/s, iter=1.52e+03, step_size=0.893, tol=1.08e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2143.26it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2142.27it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2141.92it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2140.94it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2140.59it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2139.43it/s, iter=1.52e+03, step_size=0.893, tol=1.07e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2139.09it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2138.10it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2137.76it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2136.77it/s, iter=1.52e+03, step_size=0.893, tol=1.06e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2136.43it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2135.45it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2135.11it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2133.99it/s, iter=1.53e+03, step_size=0.893, tol=1.05e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2133.65it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2132.66it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2132.32it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2131.33it/s, iter=1.53e+03, step_size=0.893, tol=1.04e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2131.00it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2130.01it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2129.67it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2128.67it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2128.33it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2127.34it/s, iter=1.53e+03, step_size=0.893, tol=1.03e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2127.00it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2126.02it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2125.66it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2124.67it/s, iter=1.53e+03, step_size=0.893, tol=1.02e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2124.34it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2123.36it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2123.03it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2122.05it/s, iter=1.54e+03, step_size=0.893, tol=1.01e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2121.71it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2120.74it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2120.41it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2119.43it/s, iter=1.54e+03, step_size=0.893, tol=1e-05]
PGD: 26%|##5 | 1275/5000 [00:00<00:01, 2119.10it/s, iter=1.54e+03, step_size=0.893, tol=9.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2559.25it/s, iter=1.54e+03, step_size=0.893, tol=9.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2558.10it/s, iter=1.54e+03, step_size=0.893, tol=9.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2557.70it/s, iter=1.54e+03, step_size=0.893, tol=9.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2556.53it/s, iter=1.54e+03, step_size=0.893, tol=9.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2556.14it/s, iter=1.54e+03, step_size=0.893, tol=9.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2554.97it/s, iter=1.54e+03, step_size=0.893, tol=9.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2554.58it/s, iter=1.54e+03, step_size=0.893, tol=9.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2553.41it/s, iter=1.54e+03, step_size=0.893, tol=9.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2553.01it/s, iter=1.54e+03, step_size=0.893, tol=9.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2551.84it/s, iter=1.54e+03, step_size=0.893, tol=9.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2551.45it/s, iter=1.54e+03, step_size=0.893, tol=9.75e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2550.26it/s, iter=1.54e+03, step_size=0.893, tol=9.75e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2549.87it/s, iter=1.54e+03, step_size=0.893, tol=9.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2548.70it/s, iter=1.54e+03, step_size=0.893, tol=9.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2548.31it/s, iter=1.55e+03, step_size=0.893, tol=9.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2547.15it/s, iter=1.55e+03, step_size=0.893, tol=9.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2546.75it/s, iter=1.55e+03, step_size=0.893, tol=9.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2545.58it/s, iter=1.55e+03, step_size=0.893, tol=9.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2545.19it/s, iter=1.55e+03, step_size=0.893, tol=9.59e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2544.03it/s, iter=1.55e+03, step_size=0.893, tol=9.59e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2543.63it/s, iter=1.55e+03, step_size=0.893, tol=9.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2542.47it/s, iter=1.55e+03, step_size=0.893, tol=9.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2542.08it/s, iter=1.55e+03, step_size=0.893, tol=9.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2540.92it/s, iter=1.55e+03, step_size=0.893, tol=9.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2540.53it/s, iter=1.55e+03, step_size=0.893, tol=9.47e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2539.37it/s, iter=1.55e+03, step_size=0.893, tol=9.47e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2538.98it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2537.79it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2537.39it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2536.24it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2535.85it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2534.70it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2534.31it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2533.00it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2532.61it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2531.46it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2531.07it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2529.93it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2529.53it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2528.24it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2527.85it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2526.71it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2526.32it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2525.17it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2524.78it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2523.65it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2523.11it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2521.97it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2521.58it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2520.44it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2520.06it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2518.92it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2518.54it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2517.39it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2516.98it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2515.85it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2515.46it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2514.27it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2513.72it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2512.55it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2512.15it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2510.99it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2510.60it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2509.44it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2509.04it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2507.88it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2507.48it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2506.33it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2505.93it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2504.78it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2504.39it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2503.24it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2502.84it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2501.69it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2501.30it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2500.12it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2499.73it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2498.58it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2498.17it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2497.02it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2496.63it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2495.45it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2495.05it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2493.89it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2493.46it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2492.34it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2491.96it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2490.85it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2490.46it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2489.35it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2488.97it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2487.87it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2487.50it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2486.40it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2486.02it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2484.92it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2484.53it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2483.43it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2483.05it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2481.89it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2481.44it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2480.35it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2479.97it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2478.87it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2478.49it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2477.40it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2477.03it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2475.93it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2475.56it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2474.46it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2474.09it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2472.99it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2472.62it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2471.53it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2471.15it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2470.07it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2469.69it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2468.58it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2468.21it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2467.12it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2466.75it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2465.66it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2465.29it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2464.21it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2463.84it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2462.75it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2462.39it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2461.32it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2460.95it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2459.87it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2459.50it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2458.42it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2458.04it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2456.96it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2456.59it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2455.52it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2455.15it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2454.08it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2453.72it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2452.63it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2452.26it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2451.19it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2450.82it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2449.74it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2449.37it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2448.30it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2447.94it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2446.70it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2446.34it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2445.26it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2444.90it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2443.83it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2443.46it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2442.39it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2442.03it/s, iter=1.62e+03, step_size=0.893, tol=7.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2440.95it/s, iter=1.62e+03, step_size=0.893, tol=7.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2440.59it/s, iter=1.62e+03, step_size=0.893, tol=7.18e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2439.47it/s, iter=1.62e+03, step_size=0.893, tol=7.18e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2439.11it/s, iter=1.62e+03, step_size=0.893, tol=7.15e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2438.05it/s, iter=1.62e+03, step_size=0.893, tol=7.15e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2437.68it/s, iter=1.62e+03, step_size=0.893, tol=7.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2436.60it/s, iter=1.62e+03, step_size=0.893, tol=7.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2436.16it/s, iter=1.62e+03, step_size=0.893, tol=7.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2435.05it/s, iter=1.62e+03, step_size=0.893, tol=7.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2434.68it/s, iter=1.62e+03, step_size=0.893, tol=7.06e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2433.62it/s, iter=1.62e+03, step_size=0.893, tol=7.06e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2433.26it/s, iter=1.62e+03, step_size=0.893, tol=7.03e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2432.21it/s, iter=1.62e+03, step_size=0.893, tol=7.03e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2431.85it/s, iter=1.62e+03, step_size=0.893, tol=7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2430.80it/s, iter=1.62e+03, step_size=0.893, tol=7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2430.44it/s, iter=1.62e+03, step_size=0.893, tol=6.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2429.39it/s, iter=1.62e+03, step_size=0.893, tol=6.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2429.03it/s, iter=1.62e+03, step_size=0.893, tol=6.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2427.97it/s, iter=1.62e+03, step_size=0.893, tol=6.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2427.62it/s, iter=1.63e+03, step_size=0.893, tol=6.91e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2426.56it/s, iter=1.63e+03, step_size=0.893, tol=6.91e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2426.21it/s, iter=1.63e+03, step_size=0.893, tol=6.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2425.17it/s, iter=1.63e+03, step_size=0.893, tol=6.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2424.81it/s, iter=1.63e+03, step_size=0.893, tol=6.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2423.76it/s, iter=1.63e+03, step_size=0.893, tol=6.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2423.40it/s, iter=1.63e+03, step_size=0.893, tol=6.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2422.34it/s, iter=1.63e+03, step_size=0.893, tol=6.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2421.96it/s, iter=1.63e+03, step_size=0.893, tol=6.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2420.90it/s, iter=1.63e+03, step_size=0.893, tol=6.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2420.54it/s, iter=1.63e+03, step_size=0.893, tol=6.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2419.48it/s, iter=1.63e+03, step_size=0.893, tol=6.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2419.12it/s, iter=1.63e+03, step_size=0.893, tol=6.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2418.07it/s, iter=1.63e+03, step_size=0.893, tol=6.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2417.71it/s, iter=1.63e+03, step_size=0.893, tol=6.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2416.47it/s, iter=1.63e+03, step_size=0.893, tol=6.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2416.12it/s, iter=1.63e+03, step_size=0.893, tol=6.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2415.08it/s, iter=1.63e+03, step_size=0.893, tol=6.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2414.72it/s, iter=1.64e+03, step_size=0.893, tol=6.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2413.68it/s, iter=1.64e+03, step_size=0.893, tol=6.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2413.33it/s, iter=1.64e+03, step_size=0.893, tol=6.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2412.29it/s, iter=1.64e+03, step_size=0.893, tol=6.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2411.93it/s, iter=1.64e+03, step_size=0.893, tol=6.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2410.89it/s, iter=1.64e+03, step_size=0.893, tol=6.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2410.54it/s, iter=1.64e+03, step_size=0.893, tol=6.57e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2409.51it/s, iter=1.64e+03, step_size=0.893, tol=6.57e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2409.16it/s, iter=1.64e+03, step_size=0.893, tol=6.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2408.13it/s, iter=1.64e+03, step_size=0.893, tol=6.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2407.78it/s, iter=1.64e+03, step_size=0.893, tol=6.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2406.48it/s, iter=1.64e+03, step_size=0.893, tol=6.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2406.13it/s, iter=1.64e+03, step_size=0.893, tol=6.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2405.10it/s, iter=1.64e+03, step_size=0.893, tol=6.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2404.73it/s, iter=1.64e+03, step_size=0.893, tol=6.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2403.70it/s, iter=1.64e+03, step_size=0.893, tol=6.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2403.35it/s, iter=1.64e+03, step_size=0.893, tol=6.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2402.31it/s, iter=1.64e+03, step_size=0.893, tol=6.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2401.96it/s, iter=1.64e+03, step_size=0.893, tol=6.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2400.93it/s, iter=1.64e+03, step_size=0.893, tol=6.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2400.58it/s, iter=1.64e+03, step_size=0.893, tol=6.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2399.56it/s, iter=1.64e+03, step_size=0.893, tol=6.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2399.21it/s, iter=1.65e+03, step_size=0.893, tol=6.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2398.18it/s, iter=1.65e+03, step_size=0.893, tol=6.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2397.83it/s, iter=1.65e+03, step_size=0.893, tol=6.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2396.80it/s, iter=1.65e+03, step_size=0.893, tol=6.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2396.45it/s, iter=1.65e+03, step_size=0.893, tol=6.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2395.43it/s, iter=1.65e+03, step_size=0.893, tol=6.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2395.08it/s, iter=1.65e+03, step_size=0.893, tol=6.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2394.05it/s, iter=1.65e+03, step_size=0.893, tol=6.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2393.70it/s, iter=1.65e+03, step_size=0.893, tol=6.25e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2392.69it/s, iter=1.65e+03, step_size=0.893, tol=6.25e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2392.20it/s, iter=1.65e+03, step_size=0.893, tol=6.22e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2390.85it/s, iter=1.65e+03, step_size=0.893, tol=6.22e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2390.50it/s, iter=1.65e+03, step_size=0.893, tol=6.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2389.48it/s, iter=1.65e+03, step_size=0.893, tol=6.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2389.14it/s, iter=1.65e+03, step_size=0.893, tol=6.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2388.12it/s, iter=1.65e+03, step_size=0.893, tol=6.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2387.78it/s, iter=1.65e+03, step_size=0.893, tol=6.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2386.75it/s, iter=1.65e+03, step_size=0.893, tol=6.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2386.40it/s, iter=1.66e+03, step_size=0.893, tol=6.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2385.38it/s, iter=1.66e+03, step_size=0.893, tol=6.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2385.03it/s, iter=1.66e+03, step_size=0.893, tol=6.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2383.87it/s, iter=1.66e+03, step_size=0.893, tol=6.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2383.52it/s, iter=1.66e+03, step_size=0.893, tol=6.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2382.51it/s, iter=1.66e+03, step_size=0.893, tol=6.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2382.17it/s, iter=1.66e+03, step_size=0.893, tol=6.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2381.15it/s, iter=1.66e+03, step_size=0.893, tol=6.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2380.81it/s, iter=1.66e+03, step_size=0.893, tol=6.01e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2379.66it/s, iter=1.66e+03, step_size=0.893, tol=6.01e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2379.31it/s, iter=1.66e+03, step_size=0.893, tol=5.99e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2378.30it/s, iter=1.66e+03, step_size=0.893, tol=5.99e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2377.95it/s, iter=1.66e+03, step_size=0.893, tol=5.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2376.73it/s, iter=1.66e+03, step_size=0.893, tol=5.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2376.39it/s, iter=1.66e+03, step_size=0.893, tol=5.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2375.37it/s, iter=1.66e+03, step_size=0.893, tol=5.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2375.03it/s, iter=1.66e+03, step_size=0.893, tol=5.91e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2374.01it/s, iter=1.66e+03, step_size=0.893, tol=5.91e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2373.67it/s, iter=1.66e+03, step_size=0.893, tol=5.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2372.66it/s, iter=1.66e+03, step_size=0.893, tol=5.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2372.32it/s, iter=1.66e+03, step_size=0.893, tol=5.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2371.32it/s, iter=1.66e+03, step_size=0.893, tol=5.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2370.98it/s, iter=1.67e+03, step_size=0.893, tol=5.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2369.98it/s, iter=1.67e+03, step_size=0.893, tol=5.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2369.62it/s, iter=1.67e+03, step_size=0.893, tol=5.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2368.61it/s, iter=1.67e+03, step_size=0.893, tol=5.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2368.27it/s, iter=1.67e+03, step_size=0.893, tol=5.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2367.27it/s, iter=1.67e+03, step_size=0.893, tol=5.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2366.93it/s, iter=1.67e+03, step_size=0.893, tol=5.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2365.93it/s, iter=1.67e+03, step_size=0.893, tol=5.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2365.59it/s, iter=1.67e+03, step_size=0.893, tol=5.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2364.60it/s, iter=1.67e+03, step_size=0.893, tol=5.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2364.27it/s, iter=1.67e+03, step_size=0.893, tol=5.72e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2363.28it/s, iter=1.67e+03, step_size=0.893, tol=5.72e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2362.94it/s, iter=1.67e+03, step_size=0.893, tol=5.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2361.81it/s, iter=1.67e+03, step_size=0.893, tol=5.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2361.47it/s, iter=1.67e+03, step_size=0.893, tol=5.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2360.47it/s, iter=1.67e+03, step_size=0.893, tol=5.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2360.14it/s, iter=1.67e+03, step_size=0.893, tol=5.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2359.14it/s, iter=1.67e+03, step_size=0.893, tol=5.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2358.81it/s, iter=1.68e+03, step_size=0.893, tol=5.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2357.82it/s, iter=1.68e+03, step_size=0.893, tol=5.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2357.48it/s, iter=1.68e+03, step_size=0.893, tol=5.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2356.49it/s, iter=1.68e+03, step_size=0.893, tol=5.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2356.15it/s, iter=1.68e+03, step_size=0.893, tol=5.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2355.16it/s, iter=1.68e+03, step_size=0.893, tol=5.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2354.82it/s, iter=1.68e+03, step_size=0.893, tol=5.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2353.83it/s, iter=1.68e+03, step_size=0.893, tol=5.55e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2353.49it/s, iter=1.68e+03, step_size=0.893, tol=5.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2352.48it/s, iter=1.68e+03, step_size=0.893, tol=5.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2352.14it/s, iter=1.68e+03, step_size=0.893, tol=5.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2351.12it/s, iter=1.68e+03, step_size=0.893, tol=5.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2350.78it/s, iter=1.68e+03, step_size=0.893, tol=5.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2349.66it/s, iter=1.68e+03, step_size=0.893, tol=5.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2349.32it/s, iter=1.68e+03, step_size=0.893, tol=5.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2348.25it/s, iter=1.68e+03, step_size=0.893, tol=5.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2347.85it/s, iter=1.68e+03, step_size=0.893, tol=5.44e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2346.85it/s, iter=1.68e+03, step_size=0.893, tol=5.44e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2346.51it/s, iter=1.68e+03, step_size=0.893, tol=5.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2345.53it/s, iter=1.68e+03, step_size=0.893, tol=5.42e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2345.19it/s, iter=1.68e+03, step_size=0.893, tol=5.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2344.21it/s, iter=1.68e+03, step_size=0.893, tol=5.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2343.88it/s, iter=1.69e+03, step_size=0.893, tol=5.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2342.90it/s, iter=1.69e+03, step_size=0.893, tol=5.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2342.56it/s, iter=1.69e+03, step_size=0.893, tol=5.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2341.58it/s, iter=1.69e+03, step_size=0.893, tol=5.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2341.25it/s, iter=1.69e+03, step_size=0.893, tol=5.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2340.27it/s, iter=1.69e+03, step_size=0.893, tol=5.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2339.94it/s, iter=1.69e+03, step_size=0.893, tol=5.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2338.96it/s, iter=1.69e+03, step_size=0.893, tol=5.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2338.63it/s, iter=1.69e+03, step_size=0.893, tol=5.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2337.65it/s, iter=1.69e+03, step_size=0.893, tol=5.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2337.32it/s, iter=1.69e+03, step_size=0.893, tol=5.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2336.35it/s, iter=1.69e+03, step_size=0.893, tol=5.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2335.94it/s, iter=1.69e+03, step_size=0.893, tol=5.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2334.90it/s, iter=1.69e+03, step_size=0.893, tol=5.24e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2334.56it/s, iter=1.69e+03, step_size=0.893, tol=5.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2333.56it/s, iter=1.69e+03, step_size=0.893, tol=5.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2333.23it/s, iter=1.69e+03, step_size=0.893, tol=5.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2332.26it/s, iter=1.69e+03, step_size=0.893, tol=5.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2331.93it/s, iter=1.7e+03, step_size=0.893, tol=5.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2330.96it/s, iter=1.7e+03, step_size=0.893, tol=5.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2330.63it/s, iter=1.7e+03, step_size=0.893, tol=5.15e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2329.66it/s, iter=1.7e+03, step_size=0.893, tol=5.15e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2329.33it/s, iter=1.7e+03, step_size=0.893, tol=5.13e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2328.36it/s, iter=1.7e+03, step_size=0.893, tol=5.13e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2328.03it/s, iter=1.7e+03, step_size=0.893, tol=5.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2327.06it/s, iter=1.7e+03, step_size=0.893, tol=5.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2326.73it/s, iter=1.7e+03, step_size=0.893, tol=5.08e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2325.76it/s, iter=1.7e+03, step_size=0.893, tol=5.08e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2325.43it/s, iter=1.7e+03, step_size=0.893, tol=5.06e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2324.34it/s, iter=1.7e+03, step_size=0.893, tol=5.06e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2323.94it/s, iter=1.7e+03, step_size=0.893, tol=5.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2322.94it/s, iter=1.7e+03, step_size=0.893, tol=5.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2322.60it/s, iter=1.7e+03, step_size=0.893, tol=5.02e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2321.61it/s, iter=1.7e+03, step_size=0.893, tol=5.02e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2321.27it/s, iter=1.7e+03, step_size=0.893, tol=5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2320.27it/s, iter=1.7e+03, step_size=0.893, tol=5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2319.91it/s, iter=1.7e+03, step_size=0.893, tol=4.98e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2318.91it/s, iter=1.7e+03, step_size=0.893, tol=4.98e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2318.57it/s, iter=1.70e+03, step_size=0.893, tol=4.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2317.56it/s, iter=1.70e+03, step_size=0.893, tol=4.96e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2317.22it/s, iter=1.71e+03, step_size=0.893, tol=4.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2316.22it/s, iter=1.71e+03, step_size=0.893, tol=4.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2315.88it/s, iter=1.71e+03, step_size=0.893, tol=4.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2314.89it/s, iter=1.71e+03, step_size=0.893, tol=4.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2314.55it/s, iter=1.71e+03, step_size=0.893, tol=4.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2313.56it/s, iter=1.71e+03, step_size=0.893, tol=4.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2313.23it/s, iter=1.71e+03, step_size=0.893, tol=4.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2312.23it/s, iter=1.71e+03, step_size=0.893, tol=4.88e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2311.89it/s, iter=1.71e+03, step_size=0.893, tol=4.86e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2310.91it/s, iter=1.71e+03, step_size=0.893, tol=4.86e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2310.57it/s, iter=1.71e+03, step_size=0.893, tol=4.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2309.59it/s, iter=1.71e+03, step_size=0.893, tol=4.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2309.25it/s, iter=1.71e+03, step_size=0.893, tol=4.81e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2308.15it/s, iter=1.71e+03, step_size=0.893, tol=4.81e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2307.81it/s, iter=1.71e+03, step_size=0.893, tol=4.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2306.79it/s, iter=1.71e+03, step_size=0.893, tol=4.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2306.46it/s, iter=1.71e+03, step_size=0.893, tol=4.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2305.49it/s, iter=1.71e+03, step_size=0.893, tol=4.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2305.16it/s, iter=1.72e+03, step_size=0.893, tol=4.75e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2304.21it/s, iter=1.72e+03, step_size=0.893, tol=4.75e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2303.88it/s, iter=1.72e+03, step_size=0.893, tol=4.73e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2302.94it/s, iter=1.72e+03, step_size=0.893, tol=4.73e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2302.62it/s, iter=1.72e+03, step_size=0.893, tol=4.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2301.66it/s, iter=1.72e+03, step_size=0.893, tol=4.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2301.33it/s, iter=1.72e+03, step_size=0.893, tol=4.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2300.39it/s, iter=1.72e+03, step_size=0.893, tol=4.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2300.07it/s, iter=1.72e+03, step_size=0.893, tol=4.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2299.12it/s, iter=1.72e+03, step_size=0.893, tol=4.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2298.80it/s, iter=1.72e+03, step_size=0.893, tol=4.66e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2297.87it/s, iter=1.72e+03, step_size=0.893, tol=4.66e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2297.55it/s, iter=1.72e+03, step_size=0.893, tol=4.64e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2296.62it/s, iter=1.72e+03, step_size=0.893, tol=4.64e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2296.30it/s, iter=1.72e+03, step_size=0.893, tol=4.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2295.37it/s, iter=1.72e+03, step_size=0.893, tol=4.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2295.04it/s, iter=1.72e+03, step_size=0.893, tol=4.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2294.11it/s, iter=1.72e+03, step_size=0.893, tol=4.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2293.79it/s, iter=1.72e+03, step_size=0.893, tol=4.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2292.85it/s, iter=1.72e+03, step_size=0.893, tol=4.58e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2292.54it/s, iter=1.72e+03, step_size=0.893, tol=4.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2291.57it/s, iter=1.72e+03, step_size=0.893, tol=4.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2291.26it/s, iter=1.73e+03, step_size=0.893, tol=4.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2290.32it/s, iter=1.73e+03, step_size=0.893, tol=4.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2290.00it/s, iter=1.73e+03, step_size=0.893, tol=4.52e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2289.07it/s, iter=1.73e+03, step_size=0.893, tol=4.52e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2288.75it/s, iter=1.73e+03, step_size=0.893, tol=4.5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2287.81it/s, iter=1.73e+03, step_size=0.893, tol=4.5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2287.49it/s, iter=1.73e+03, step_size=0.893, tol=4.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2286.54it/s, iter=1.73e+03, step_size=0.893, tol=4.48e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2286.22it/s, iter=1.73e+03, step_size=0.893, tol=4.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2285.28it/s, iter=1.73e+03, step_size=0.893, tol=4.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2284.96it/s, iter=1.73e+03, step_size=0.893, tol=4.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2284.01it/s, iter=1.73e+03, step_size=0.893, tol=4.45e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2283.69it/s, iter=1.73e+03, step_size=0.893, tol=4.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2282.75it/s, iter=1.73e+03, step_size=0.893, tol=4.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2282.43it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2281.50it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2281.18it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2280.25it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2279.93it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2279.00it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2278.67it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2277.74it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2277.42it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2276.50it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2276.18it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2275.26it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2274.94it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2274.01it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2273.70it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2272.78it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2272.46it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2271.55it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2271.23it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2270.29it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2269.98it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2268.94it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2268.62it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2267.70it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2267.31it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2266.33it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2266.01it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2265.07it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2264.76it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2263.84it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2263.53it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2262.61it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2262.30it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2261.39it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2261.07it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2260.16it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2259.85it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2258.93it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2258.63it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2257.72it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2257.41it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2256.50it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2256.19it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2255.28it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2254.96it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2254.05it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2253.74it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2252.84it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2252.53it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2251.61it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2251.30it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2250.39it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2250.08it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2249.17it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2248.86it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2247.96it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2247.66it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2246.75it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2246.45it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2245.54it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2245.24it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2244.34it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2244.04it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2243.14it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2242.83it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2241.94it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2241.63it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2240.73it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2240.42it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2239.52it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2239.20it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2238.27it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2237.97it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2237.07it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2236.76it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2235.86it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2235.55it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2234.66it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2234.36it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2233.47it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2233.16it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2232.27it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2231.97it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2230.96it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2230.66it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2229.76it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2229.46it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2228.57it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2228.26it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2227.38it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2227.08it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2226.19it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2225.88it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2224.97it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2224.67it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2223.78it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2223.47it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2222.57it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2222.27it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2221.37it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2221.06it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2220.17it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2219.87it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2218.99it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2218.68it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2217.81it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2217.51it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2216.63it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2216.33it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2215.46it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2215.16it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2214.28it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2213.98it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2213.02it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2212.69it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2211.77it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2211.47it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2210.60it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2210.30it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2209.43it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2209.12it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2208.21it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2207.91it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2207.04it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2206.74it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2205.87it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2205.57it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2204.70it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2204.40it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2203.40it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2203.10it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2202.23it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2201.94it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2201.07it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2200.78it/s, iter=1.8e+03, step_size=0.893, tol=3.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2199.79it/s, iter=1.8e+03, step_size=0.893, tol=3.33e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2199.50it/s, iter=1.8e+03, step_size=0.893, tol=3.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2198.63it/s, iter=1.8e+03, step_size=0.893, tol=3.31e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2198.34it/s, iter=1.8e+03, step_size=0.893, tol=3.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2197.48it/s, iter=1.8e+03, step_size=0.893, tol=3.3e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2197.19it/s, iter=1.8e+03, step_size=0.893, tol=3.29e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2196.32it/s, iter=1.8e+03, step_size=0.893, tol=3.29e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2196.03it/s, iter=1.8e+03, step_size=0.893, tol=3.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2195.17it/s, iter=1.8e+03, step_size=0.893, tol=3.27e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2194.88it/s, iter=1.80e+03, step_size=0.893, tol=3.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2193.91it/s, iter=1.80e+03, step_size=0.893, tol=3.26e-06]
PGD: 31%|### | 1540/5000 [00:00<00:01, 2193.62it/s, iter=1.81e+03, step_size=0.893, tol=3.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2573.68it/s, iter=1.81e+03, step_size=0.893, tol=3.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2572.65it/s, iter=1.81e+03, step_size=0.893, tol=3.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2572.30it/s, iter=1.81e+03, step_size=0.893, tol=3.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2571.28it/s, iter=1.81e+03, step_size=0.893, tol=3.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2570.93it/s, iter=1.81e+03, step_size=0.893, tol=3.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2569.93it/s, iter=1.81e+03, step_size=0.893, tol=3.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2569.58it/s, iter=1.81e+03, step_size=0.893, tol=3.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2568.57it/s, iter=1.81e+03, step_size=0.893, tol=3.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2568.23it/s, iter=1.81e+03, step_size=0.893, tol=3.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2567.07it/s, iter=1.81e+03, step_size=0.893, tol=3.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2566.72it/s, iter=1.81e+03, step_size=0.893, tol=3.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2565.72it/s, iter=1.81e+03, step_size=0.893, tol=3.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2565.38it/s, iter=1.81e+03, step_size=0.893, tol=3.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2564.37it/s, iter=1.81e+03, step_size=0.893, tol=3.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2564.02it/s, iter=1.81e+03, step_size=0.893, tol=3.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2563.01it/s, iter=1.81e+03, step_size=0.893, tol=3.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2562.67it/s, iter=1.81e+03, step_size=0.893, tol=3.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2561.67it/s, iter=1.81e+03, step_size=0.893, tol=3.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2561.32it/s, iter=1.82e+03, step_size=0.893, tol=3.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2560.32it/s, iter=1.82e+03, step_size=0.893, tol=3.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2559.97it/s, iter=1.82e+03, step_size=0.893, tol=3.11e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2558.97it/s, iter=1.82e+03, step_size=0.893, tol=3.11e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2558.63it/s, iter=1.82e+03, step_size=0.893, tol=3.1e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2557.63it/s, iter=1.82e+03, step_size=0.893, tol=3.1e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2557.28it/s, iter=1.82e+03, step_size=0.893, tol=3.09e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2556.26it/s, iter=1.82e+03, step_size=0.893, tol=3.09e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2555.93it/s, iter=1.82e+03, step_size=0.893, tol=3.07e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2554.94it/s, iter=1.82e+03, step_size=0.893, tol=3.07e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2554.59it/s, iter=1.82e+03, step_size=0.893, tol=3.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2553.60it/s, iter=1.82e+03, step_size=0.893, tol=3.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2553.26it/s, iter=1.82e+03, step_size=0.893, tol=3.05e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2552.12it/s, iter=1.82e+03, step_size=0.893, tol=3.05e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2551.78it/s, iter=1.82e+03, step_size=0.893, tol=3.04e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2550.79it/s, iter=1.82e+03, step_size=0.893, tol=3.04e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2550.45it/s, iter=1.82e+03, step_size=0.893, tol=3.02e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2549.46it/s, iter=1.82e+03, step_size=0.893, tol=3.02e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2549.12it/s, iter=1.82e+03, step_size=0.893, tol=3.01e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2548.14it/s, iter=1.82e+03, step_size=0.893, tol=3.01e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2547.80it/s, iter=1.82e+03, step_size=0.893, tol=3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2546.80it/s, iter=1.82e+03, step_size=0.893, tol=3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2546.47it/s, iter=1.83e+03, step_size=0.893, tol=2.98e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2545.43it/s, iter=1.83e+03, step_size=0.893, tol=2.98e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2545.09it/s, iter=1.83e+03, step_size=0.893, tol=2.97e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2544.10it/s, iter=1.83e+03, step_size=0.893, tol=2.97e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2543.76it/s, iter=1.83e+03, step_size=0.893, tol=2.96e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2542.77it/s, iter=1.83e+03, step_size=0.893, tol=2.96e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2542.43it/s, iter=1.83e+03, step_size=0.893, tol=2.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2541.40it/s, iter=1.83e+03, step_size=0.893, tol=2.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2541.06it/s, iter=1.83e+03, step_size=0.893, tol=2.93e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2540.07it/s, iter=1.83e+03, step_size=0.893, tol=2.93e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2539.73it/s, iter=1.83e+03, step_size=0.893, tol=2.92e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2538.75it/s, iter=1.83e+03, step_size=0.893, tol=2.92e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2538.27it/s, iter=1.83e+03, step_size=0.893, tol=2.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2537.26it/s, iter=1.83e+03, step_size=0.893, tol=2.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2536.92it/s, iter=1.83e+03, step_size=0.893, tol=2.9e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2535.78it/s, iter=1.83e+03, step_size=0.893, tol=2.9e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2535.38it/s, iter=1.83e+03, step_size=0.893, tol=2.89e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2534.37it/s, iter=1.83e+03, step_size=0.893, tol=2.89e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2534.02it/s, iter=1.84e+03, step_size=0.893, tol=2.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2532.94it/s, iter=1.84e+03, step_size=0.893, tol=2.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2532.54it/s, iter=1.84e+03, step_size=0.893, tol=2.86e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2531.53it/s, iter=1.84e+03, step_size=0.893, tol=2.86e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2531.19it/s, iter=1.84e+03, step_size=0.893, tol=2.85e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2530.19it/s, iter=1.84e+03, step_size=0.893, tol=2.85e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2529.84it/s, iter=1.84e+03, step_size=0.893, tol=2.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2528.83it/s, iter=1.84e+03, step_size=0.893, tol=2.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2528.48it/s, iter=1.84e+03, step_size=0.893, tol=2.83e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2527.47it/s, iter=1.84e+03, step_size=0.893, tol=2.83e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2527.12it/s, iter=1.84e+03, step_size=0.893, tol=2.81e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2526.11it/s, iter=1.84e+03, step_size=0.893, tol=2.81e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2525.77it/s, iter=1.84e+03, step_size=0.893, tol=2.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2524.77it/s, iter=1.84e+03, step_size=0.893, tol=2.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2524.35it/s, iter=1.84e+03, step_size=0.893, tol=2.79e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2523.29it/s, iter=1.84e+03, step_size=0.893, tol=2.79e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2522.94it/s, iter=1.84e+03, step_size=0.893, tol=2.78e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2521.53it/s, iter=1.84e+03, step_size=0.893, tol=2.78e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2521.08it/s, iter=1.84e+03, step_size=0.893, tol=2.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2520.07it/s, iter=1.84e+03, step_size=0.893, tol=2.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2519.72it/s, iter=1.84e+03, step_size=0.893, tol=2.76e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2518.72it/s, iter=1.84e+03, step_size=0.893, tol=2.76e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2518.33it/s, iter=1.85e+03, step_size=0.893, tol=2.74e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2517.36it/s, iter=1.85e+03, step_size=0.893, tol=2.74e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2517.04it/s, iter=1.85e+03, step_size=0.893, tol=2.73e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2516.07it/s, iter=1.85e+03, step_size=0.893, tol=2.73e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2515.74it/s, iter=1.85e+03, step_size=0.893, tol=2.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2514.78it/s, iter=1.85e+03, step_size=0.893, tol=2.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2514.45it/s, iter=1.85e+03, step_size=0.893, tol=2.71e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2513.49it/s, iter=1.85e+03, step_size=0.893, tol=2.71e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2513.16it/s, iter=1.85e+03, step_size=0.893, tol=2.7e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2512.20it/s, iter=1.85e+03, step_size=0.893, tol=2.7e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2511.87it/s, iter=1.85e+03, step_size=0.893, tol=2.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2510.91it/s, iter=1.85e+03, step_size=0.893, tol=2.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2510.58it/s, iter=1.85e+03, step_size=0.893, tol=2.68e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2509.61it/s, iter=1.85e+03, step_size=0.893, tol=2.68e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2509.28it/s, iter=1.85e+03, step_size=0.893, tol=2.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2508.33it/s, iter=1.85e+03, step_size=0.893, tol=2.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2508.00it/s, iter=1.85e+03, step_size=0.893, tol=2.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2507.04it/s, iter=1.85e+03, step_size=0.893, tol=2.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2506.71it/s, iter=1.86e+03, step_size=0.893, tol=2.64e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2505.76it/s, iter=1.86e+03, step_size=0.893, tol=2.64e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2505.43it/s, iter=1.86e+03, step_size=0.893, tol=2.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2504.45it/s, iter=1.86e+03, step_size=0.893, tol=2.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2504.13it/s, iter=1.86e+03, step_size=0.893, tol=2.62e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2503.17it/s, iter=1.86e+03, step_size=0.893, tol=2.62e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2502.84it/s, iter=1.86e+03, step_size=0.893, tol=2.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2501.76it/s, iter=1.86e+03, step_size=0.893, tol=2.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2501.43it/s, iter=1.86e+03, step_size=0.893, tol=2.6e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2500.48it/s, iter=1.86e+03, step_size=0.893, tol=2.6e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2500.15it/s, iter=1.86e+03, step_size=0.893, tol=2.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2499.20it/s, iter=1.86e+03, step_size=0.893, tol=2.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2498.87it/s, iter=1.86e+03, step_size=0.893, tol=2.58e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2497.92it/s, iter=1.86e+03, step_size=0.893, tol=2.58e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2497.60it/s, iter=1.86e+03, step_size=0.893, tol=2.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2496.64it/s, iter=1.86e+03, step_size=0.893, tol=2.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2496.30it/s, iter=1.86e+03, step_size=0.893, tol=2.56e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2495.35it/s, iter=1.86e+03, step_size=0.893, tol=2.56e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2494.91it/s, iter=1.86e+03, step_size=0.893, tol=2.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2493.96it/s, iter=1.86e+03, step_size=0.893, tol=2.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2493.63it/s, iter=1.86e+03, step_size=0.893, tol=2.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2492.68it/s, iter=1.86e+03, step_size=0.893, tol=2.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2492.24it/s, iter=1.87e+03, step_size=0.893, tol=2.52e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2491.29it/s, iter=1.87e+03, step_size=0.893, tol=2.52e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2490.97it/s, iter=1.87e+03, step_size=0.893, tol=2.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2490.02it/s, iter=1.87e+03, step_size=0.893, tol=2.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2489.70it/s, iter=1.87e+03, step_size=0.893, tol=2.5e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2488.76it/s, iter=1.87e+03, step_size=0.893, tol=2.5e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2488.44it/s, iter=1.87e+03, step_size=0.893, tol=2.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2487.49it/s, iter=1.87e+03, step_size=0.893, tol=2.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2487.16it/s, iter=1.87e+03, step_size=0.893, tol=2.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2486.21it/s, iter=1.87e+03, step_size=0.893, tol=2.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2485.89it/s, iter=1.87e+03, step_size=0.893, tol=2.47e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2484.94it/s, iter=1.87e+03, step_size=0.893, tol=2.47e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2484.61it/s, iter=1.87e+03, step_size=0.893, tol=2.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2483.67it/s, iter=1.87e+03, step_size=0.893, tol=2.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2483.36it/s, iter=1.87e+03, step_size=0.893, tol=2.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2482.39it/s, iter=1.87e+03, step_size=0.893, tol=2.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2482.07it/s, iter=1.87e+03, step_size=0.893, tol=2.44e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2481.12it/s, iter=1.87e+03, step_size=0.893, tol=2.44e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2480.81it/s, iter=1.88e+03, step_size=0.893, tol=2.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2479.86it/s, iter=1.88e+03, step_size=0.893, tol=2.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2479.54it/s, iter=1.88e+03, step_size=0.893, tol=2.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2478.60it/s, iter=1.88e+03, step_size=0.893, tol=2.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2478.28it/s, iter=1.88e+03, step_size=0.893, tol=2.41e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2477.20it/s, iter=1.88e+03, step_size=0.893, tol=2.41e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2476.89it/s, iter=1.88e+03, step_size=0.893, tol=2.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2475.95it/s, iter=1.88e+03, step_size=0.893, tol=2.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2475.63it/s, iter=1.88e+03, step_size=0.893, tol=2.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2474.67it/s, iter=1.88e+03, step_size=0.893, tol=2.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2474.35it/s, iter=1.88e+03, step_size=0.893, tol=2.38e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2473.42it/s, iter=1.88e+03, step_size=0.893, tol=2.38e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2473.09it/s, iter=1.88e+03, step_size=0.893, tol=2.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2472.15it/s, iter=1.88e+03, step_size=0.893, tol=2.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2471.82it/s, iter=1.88e+03, step_size=0.893, tol=2.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2470.87it/s, iter=1.88e+03, step_size=0.893, tol=2.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2470.55it/s, iter=1.88e+03, step_size=0.893, tol=2.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2469.61it/s, iter=1.88e+03, step_size=0.893, tol=2.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2469.28it/s, iter=1.88e+03, step_size=0.893, tol=2.34e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2468.34it/s, iter=1.88e+03, step_size=0.893, tol=2.34e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2468.02it/s, iter=1.88e+03, step_size=0.893, tol=2.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2467.09it/s, iter=1.88e+03, step_size=0.893, tol=2.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2466.77it/s, iter=1.89e+03, step_size=0.893, tol=2.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2465.84it/s, iter=1.89e+03, step_size=0.893, tol=2.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2465.52it/s, iter=1.89e+03, step_size=0.893, tol=2.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2464.60it/s, iter=1.89e+03, step_size=0.893, tol=2.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2464.28it/s, iter=1.89e+03, step_size=0.893, tol=2.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2463.35it/s, iter=1.89e+03, step_size=0.893, tol=2.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2463.03it/s, iter=1.89e+03, step_size=0.893, tol=2.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2462.11it/s, iter=1.89e+03, step_size=0.893, tol=2.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2461.79it/s, iter=1.89e+03, step_size=0.893, tol=2.28e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2460.87it/s, iter=1.89e+03, step_size=0.893, tol=2.28e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2460.56it/s, iter=1.89e+03, step_size=0.893, tol=2.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2459.63it/s, iter=1.89e+03, step_size=0.893, tol=2.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2459.32it/s, iter=1.89e+03, step_size=0.893, tol=2.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2458.39it/s, iter=1.89e+03, step_size=0.893, tol=2.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2458.08it/s, iter=1.89e+03, step_size=0.893, tol=2.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2457.16it/s, iter=1.89e+03, step_size=0.893, tol=2.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2456.84it/s, iter=1.89e+03, step_size=0.893, tol=2.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2455.91it/s, iter=1.89e+03, step_size=0.893, tol=2.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2455.58it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2454.66it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2454.35it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2453.42it/s, iter=1.9e+03, step_size=0.893, tol=2.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2453.04it/s, iter=1.9e+03, step_size=0.893, tol=2.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2452.07it/s, iter=1.9e+03, step_size=0.893, tol=2.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2451.76it/s, iter=1.9e+03, step_size=0.893, tol=2.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2450.78it/s, iter=1.9e+03, step_size=0.893, tol=2.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2450.42it/s, iter=1.9e+03, step_size=0.893, tol=2.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2449.46it/s, iter=1.9e+03, step_size=0.893, tol=2.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2449.15it/s, iter=1.9e+03, step_size=0.893, tol=2.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2448.23it/s, iter=1.9e+03, step_size=0.893, tol=2.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2447.92it/s, iter=1.9e+03, step_size=0.893, tol=2.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2447.01it/s, iter=1.9e+03, step_size=0.893, tol=2.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2446.70it/s, iter=1.9e+03, step_size=0.893, tol=2.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2445.79it/s, iter=1.9e+03, step_size=0.893, tol=2.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2445.48it/s, iter=1.9e+03, step_size=0.893, tol=2.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2444.57it/s, iter=1.9e+03, step_size=0.893, tol=2.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2444.26it/s, iter=1.9e+03, step_size=0.893, tol=2.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2443.35it/s, iter=1.9e+03, step_size=0.893, tol=2.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2443.04it/s, iter=1.90e+03, step_size=0.893, tol=2.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2441.90it/s, iter=1.90e+03, step_size=0.893, tol=2.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2441.59it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2440.68it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2440.35it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2439.44it/s, iter=1.91e+03, step_size=0.893, tol=2.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2439.13it/s, iter=1.91e+03, step_size=0.893, tol=2.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2438.22it/s, iter=1.91e+03, step_size=0.893, tol=2.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2437.91it/s, iter=1.91e+03, step_size=0.893, tol=2.11e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2437.01it/s, iter=1.91e+03, step_size=0.893, tol=2.11e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2436.70it/s, iter=1.91e+03, step_size=0.893, tol=2.1e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2435.80it/s, iter=1.91e+03, step_size=0.893, tol=2.1e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2435.49it/s, iter=1.91e+03, step_size=0.893, tol=2.09e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2434.59it/s, iter=1.91e+03, step_size=0.893, tol=2.09e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2434.28it/s, iter=1.91e+03, step_size=0.893, tol=2.08e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2433.39it/s, iter=1.91e+03, step_size=0.893, tol=2.08e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2433.08it/s, iter=1.91e+03, step_size=0.893, tol=2.07e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2432.18it/s, iter=1.91e+03, step_size=0.893, tol=2.07e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2431.87it/s, iter=1.91e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2430.96it/s, iter=1.91e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2430.66it/s, iter=1.92e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2429.75it/s, iter=1.92e+03, step_size=0.893, tol=2.06e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2429.38it/s, iter=1.92e+03, step_size=0.893, tol=2.05e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2428.43it/s, iter=1.92e+03, step_size=0.893, tol=2.05e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2428.12it/s, iter=1.92e+03, step_size=0.893, tol=2.04e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2427.22it/s, iter=1.92e+03, step_size=0.893, tol=2.04e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2426.91it/s, iter=1.92e+03, step_size=0.893, tol=2.03e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2426.02it/s, iter=1.92e+03, step_size=0.893, tol=2.03e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2425.71it/s, iter=1.92e+03, step_size=0.893, tol=2.02e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2424.80it/s, iter=1.92e+03, step_size=0.893, tol=2.02e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2424.50it/s, iter=1.92e+03, step_size=0.893, tol=2.01e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2423.61it/s, iter=1.92e+03, step_size=0.893, tol=2.01e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2423.30it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2422.27it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2421.96it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2421.07it/s, iter=1.92e+03, step_size=0.893, tol=2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2420.77it/s, iter=1.92e+03, step_size=0.893, tol=1.99e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2419.88it/s, iter=1.92e+03, step_size=0.893, tol=1.99e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2419.58it/s, iter=1.92e+03, step_size=0.893, tol=1.98e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2418.69it/s, iter=1.92e+03, step_size=0.893, tol=1.98e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2418.39it/s, iter=1.92e+03, step_size=0.893, tol=1.97e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2417.50it/s, iter=1.92e+03, step_size=0.893, tol=1.97e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2417.19it/s, iter=1.93e+03, step_size=0.893, tol=1.96e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2416.11it/s, iter=1.93e+03, step_size=0.893, tol=1.96e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2415.80it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2414.80it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2414.50it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2413.56it/s, iter=1.93e+03, step_size=0.893, tol=1.95e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2413.19it/s, iter=1.93e+03, step_size=0.893, tol=1.94e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2412.28it/s, iter=1.93e+03, step_size=0.893, tol=1.94e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2411.98it/s, iter=1.93e+03, step_size=0.893, tol=1.93e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2411.09it/s, iter=1.93e+03, step_size=0.893, tol=1.93e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2410.79it/s, iter=1.93e+03, step_size=0.893, tol=1.92e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2409.89it/s, iter=1.93e+03, step_size=0.893, tol=1.92e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2409.59it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2408.70it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2408.39it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2407.49it/s, iter=1.93e+03, step_size=0.893, tol=1.91e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2407.18it/s, iter=1.93e+03, step_size=0.893, tol=1.9e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2406.29it/s, iter=1.93e+03, step_size=0.893, tol=1.9e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2405.99it/s, iter=1.94e+03, step_size=0.893, tol=1.89e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2405.10it/s, iter=1.94e+03, step_size=0.893, tol=1.89e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2404.80it/s, iter=1.94e+03, step_size=0.893, tol=1.88e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2403.91it/s, iter=1.94e+03, step_size=0.893, tol=1.88e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2403.60it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2402.60it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2402.30it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2401.42it/s, iter=1.94e+03, step_size=0.893, tol=1.87e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2401.12it/s, iter=1.94e+03, step_size=0.893, tol=1.86e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2400.25it/s, iter=1.94e+03, step_size=0.893, tol=1.86e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2399.95it/s, iter=1.94e+03, step_size=0.893, tol=1.85e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2399.07it/s, iter=1.94e+03, step_size=0.893, tol=1.85e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2398.77it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2397.89it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2397.59it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2396.71it/s, iter=1.94e+03, step_size=0.893, tol=1.84e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2396.42it/s, iter=1.94e+03, step_size=0.893, tol=1.83e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2395.54it/s, iter=1.94e+03, step_size=0.893, tol=1.83e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2395.24it/s, iter=1.94e+03, step_size=0.893, tol=1.82e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2394.37it/s, iter=1.94e+03, step_size=0.893, tol=1.82e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2394.07it/s, iter=1.94e+03, step_size=0.893, tol=1.81e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2393.19it/s, iter=1.94e+03, step_size=0.893, tol=1.81e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2392.88it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2392.00it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2391.70it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2390.76it/s, iter=1.95e+03, step_size=0.893, tol=1.8e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2390.41it/s, iter=1.95e+03, step_size=0.893, tol=1.79e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2389.54it/s, iter=1.95e+03, step_size=0.893, tol=1.79e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2389.24it/s, iter=1.95e+03, step_size=0.893, tol=1.78e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2388.38it/s, iter=1.95e+03, step_size=0.893, tol=1.78e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2388.08it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2387.21it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2386.91it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2386.04it/s, iter=1.95e+03, step_size=0.893, tol=1.77e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2385.74it/s, iter=1.95e+03, step_size=0.893, tol=1.76e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2384.88it/s, iter=1.95e+03, step_size=0.893, tol=1.76e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2384.58it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2383.71it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2383.41it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2382.55it/s, iter=1.95e+03, step_size=0.893, tol=1.75e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2382.25it/s, iter=1.96e+03, step_size=0.893, tol=1.74e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2381.38it/s, iter=1.96e+03, step_size=0.893, tol=1.74e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2381.09it/s, iter=1.96e+03, step_size=0.893, tol=1.73e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2380.22it/s, iter=1.96e+03, step_size=0.893, tol=1.73e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2379.92it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2379.06it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2378.76it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2377.76it/s, iter=1.96e+03, step_size=0.893, tol=1.72e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2377.46it/s, iter=1.96e+03, step_size=0.893, tol=1.71e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2376.60it/s, iter=1.96e+03, step_size=0.893, tol=1.71e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2376.31it/s, iter=1.96e+03, step_size=0.893, tol=1.7e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2375.44it/s, iter=1.96e+03, step_size=0.893, tol=1.7e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2375.15it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2374.28it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2373.99it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2373.12it/s, iter=1.96e+03, step_size=0.893, tol=1.69e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2372.83it/s, iter=1.96e+03, step_size=0.893, tol=1.68e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2371.97it/s, iter=1.96e+03, step_size=0.893, tol=1.68e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2371.68it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2370.82it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2370.53it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2369.54it/s, iter=1.96e+03, step_size=0.893, tol=1.67e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2369.19it/s, iter=1.97e+03, step_size=0.893, tol=1.66e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2368.31it/s, iter=1.97e+03, step_size=0.893, tol=1.66e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2368.00it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2367.12it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2366.82it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2365.94it/s, iter=1.97e+03, step_size=0.893, tol=1.65e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2365.63it/s, iter=1.97e+03, step_size=0.893, tol=1.64e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2364.74it/s, iter=1.97e+03, step_size=0.893, tol=1.64e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2364.44it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2363.56it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2363.25it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2362.37it/s, iter=1.97e+03, step_size=0.893, tol=1.63e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2362.06it/s, iter=1.97e+03, step_size=0.893, tol=1.62e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2361.19it/s, iter=1.97e+03, step_size=0.893, tol=1.62e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2360.89it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2360.01it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2359.71it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2358.84it/s, iter=1.97e+03, step_size=0.893, tol=1.61e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2358.54it/s, iter=1.98e+03, step_size=0.893, tol=1.6e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2357.66it/s, iter=1.98e+03, step_size=0.893, tol=1.6e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2357.36it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2356.48it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2356.18it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2355.30it/s, iter=1.98e+03, step_size=0.893, tol=1.59e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2355.00it/s, iter=1.98e+03, step_size=0.893, tol=1.58e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2354.08it/s, iter=1.98e+03, step_size=0.893, tol=1.58e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2353.80it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2352.91it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2352.62it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2351.77it/s, iter=1.98e+03, step_size=0.893, tol=1.57e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2351.48it/s, iter=1.98e+03, step_size=0.893, tol=1.56e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2350.63it/s, iter=1.98e+03, step_size=0.893, tol=1.56e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2350.34it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2349.49it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2349.21it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2348.34it/s, iter=1.98e+03, step_size=0.893, tol=1.55e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2348.05it/s, iter=1.98e+03, step_size=0.893, tol=1.54e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2347.21it/s, iter=1.98e+03, step_size=0.893, tol=1.54e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2346.92it/s, iter=1.98e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2346.08it/s, iter=1.98e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2345.79it/s, iter=1.99e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2344.96it/s, iter=1.99e+03, step_size=0.893, tol=1.53e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2344.66it/s, iter=1.99e+03, step_size=0.893, tol=1.52e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2343.83it/s, iter=1.99e+03, step_size=0.893, tol=1.52e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2343.54it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2342.70it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2342.36it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2341.48it/s, iter=1.99e+03, step_size=0.893, tol=1.51e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2341.18it/s, iter=1.99e+03, step_size=0.893, tol=1.5e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2340.23it/s, iter=1.99e+03, step_size=0.893, tol=1.5e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2339.94it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2338.03it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2337.54it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2336.23it/s, iter=1.99e+03, step_size=0.893, tol=1.49e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2335.64it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2334.64it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2334.34it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2333.48it/s, iter=1.99e+03, step_size=0.893, tol=1.48e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2333.19it/s, iter=2e+03, step_size=0.893, tol=1.47e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2332.33it/s, iter=2e+03, step_size=0.893, tol=1.47e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2332.04it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2331.18it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2330.88it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2330.00it/s, iter=2e+03, step_size=0.893, tol=1.46e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2329.71it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2328.63it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2328.32it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2327.47it/s, iter=2e+03, step_size=0.893, tol=1.45e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2327.17it/s, iter=2e+03, step_size=0.893, tol=1.44e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2326.22it/s, iter=2e+03, step_size=0.893, tol=1.44e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2325.93it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2325.07it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2324.78it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2323.89it/s, iter=2e+03, step_size=0.893, tol=1.43e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2323.61it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2322.65it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2322.37it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2321.55it/s, iter=2e+03, step_size=0.893, tol=1.42e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2321.26it/s, iter=2.00e+03, step_size=0.893, tol=1.41e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2320.43it/s, iter=2.00e+03, step_size=0.893, tol=1.41e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2320.14it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2319.33it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2318.98it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2317.64it/s, iter=2.01e+03, step_size=0.893, tol=1.4e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2317.36it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2316.43it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2316.15it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2314.39it/s, iter=2.01e+03, step_size=0.893, tol=1.39e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2313.96it/s, iter=2.01e+03, step_size=0.893, tol=1.38e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2312.69it/s, iter=2.01e+03, step_size=0.893, tol=1.38e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2312.41it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2311.54it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2311.22it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2310.40it/s, iter=2.01e+03, step_size=0.893, tol=1.37e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2310.12it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2309.30it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2309.02it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2308.11it/s, iter=2.01e+03, step_size=0.893, tol=1.36e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2307.84it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2306.92it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2306.65it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2305.84it/s, iter=2.02e+03, step_size=0.893, tol=1.35e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2305.56it/s, iter=2.02e+03, step_size=0.893, tol=1.34e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2304.54it/s, iter=2.02e+03, step_size=0.893, tol=1.34e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2304.25it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2303.43it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2303.16it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2302.35it/s, iter=2.02e+03, step_size=0.893, tol=1.33e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2302.07it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2301.17it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2300.89it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2300.08it/s, iter=2.02e+03, step_size=0.893, tol=1.32e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2299.81it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2299.00it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2298.73it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2297.92it/s, iter=2.02e+03, step_size=0.893, tol=1.31e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2297.65it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2296.85it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2296.57it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2295.77it/s, iter=2.02e+03, step_size=0.893, tol=1.3e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2295.49it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2294.64it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2294.27it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2293.26it/s, iter=2.03e+03, step_size=0.893, tol=1.29e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2292.98it/s, iter=2.03e+03, step_size=0.893, tol=1.28e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2291.71it/s, iter=2.03e+03, step_size=0.893, tol=1.28e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2291.01it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2290.05it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2289.76it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2288.91it/s, iter=2.03e+03, step_size=0.893, tol=1.27e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2288.34it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2287.40it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2287.12it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2286.28it/s, iter=2.03e+03, step_size=0.893, tol=1.26e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2286.00it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2285.08it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2284.80it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2283.98it/s, iter=2.03e+03, step_size=0.893, tol=1.25e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2283.70it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2282.87it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2282.59it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2281.63it/s, iter=2.04e+03, step_size=0.893, tol=1.24e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2281.34it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2280.52it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2280.24it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2279.41it/s, iter=2.04e+03, step_size=0.893, tol=1.23e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2279.14it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2278.35it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2278.08it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2277.29it/s, iter=2.04e+03, step_size=0.893, tol=1.22e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2277.02it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2276.22it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2275.95it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2275.16it/s, iter=2.04e+03, step_size=0.893, tol=1.21e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2274.88it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2274.09it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2273.72it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2272.93it/s, iter=2.04e+03, step_size=0.893, tol=1.2e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2272.66it/s, iter=2.04e+03, step_size=0.893, tol=1.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2271.88it/s, iter=2.04e+03, step_size=0.893, tol=1.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2271.61it/s, iter=2.05e+03, step_size=0.893, tol=1.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2270.82it/s, iter=2.05e+03, step_size=0.893, tol=1.19e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2270.34it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2268.54it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2267.72it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2266.82it/s, iter=2.05e+03, step_size=0.893, tol=1.18e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2266.55it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2265.76it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2265.50it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2264.62it/s, iter=2.05e+03, step_size=0.893, tol=1.17e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2264.35it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2263.56it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2263.29it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2262.52it/s, iter=2.05e+03, step_size=0.893, tol=1.16e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2262.25it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2261.37it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2261.10it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2260.22it/s, iter=2.05e+03, step_size=0.893, tol=1.15e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2259.95it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2258.98it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2258.71it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2257.93it/s, iter=2.06e+03, step_size=0.893, tol=1.14e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2257.66it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2256.88it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2256.62it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2255.84it/s, iter=2.06e+03, step_size=0.893, tol=1.13e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2255.58it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2254.80it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2254.53it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2253.75it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2253.49it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2252.66it/s, iter=2.06e+03, step_size=0.893, tol=1.12e-06]
PGD: 36%|###6 | 1807/5000 [00:00<00:01, 2252.39it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2571.27it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2570.40it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2570.10it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2569.22it/s, iter=2.06e+03, step_size=0.893, tol=1.11e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2568.91it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2568.03it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2567.72it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2566.73it/s, iter=2.06e+03, step_size=0.893, tol=1.1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2566.24it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2565.37it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2565.06it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2563.13it/s, iter=2.07e+03, step_size=0.893, tol=1.09e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2562.82it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2561.93it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2561.63it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2560.76it/s, iter=2.07e+03, step_size=0.893, tol=1.08e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2560.46it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2559.48it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2559.18it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2558.19it/s, iter=2.07e+03, step_size=0.893, tol=1.07e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2557.89it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2557.02it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2556.62it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2555.75it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2555.45it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2554.58it/s, iter=2.07e+03, step_size=0.893, tol=1.06e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2554.28it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2553.21it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2552.91it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2552.04it/s, iter=2.08e+03, step_size=0.893, tol=1.05e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2551.74it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2550.86it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2550.57it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2549.70it/s, iter=2.08e+03, step_size=0.893, tol=1.04e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2549.35it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2548.41it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2548.11it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2547.24it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2546.95it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2546.06it/s, iter=2.08e+03, step_size=0.893, tol=1.03e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2545.76it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2544.88it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2544.59it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2543.72it/s, iter=2.08e+03, step_size=0.893, tol=1.02e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2543.43it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2542.56it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2542.27it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2541.41it/s, iter=2.08e+03, step_size=0.893, tol=1.01e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2541.00it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2540.14it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2539.84it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2537.89it/s, iter=2.09e+03, step_size=0.893, tol=1e-06]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2537.27it/s, iter=2.09e+03, step_size=0.893, tol=9.96e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2536.15it/s, iter=2.09e+03, step_size=0.893, tol=9.96e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2535.82it/s, iter=2.09e+03, step_size=0.893, tol=9.92e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2534.83it/s, iter=2.09e+03, step_size=0.893, tol=9.92e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2534.49it/s, iter=2.09e+03, step_size=0.893, tol=9.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2533.52it/s, iter=2.09e+03, step_size=0.893, tol=9.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2533.19it/s, iter=2.09e+03, step_size=0.893, tol=9.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2532.22it/s, iter=2.09e+03, step_size=0.893, tol=9.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2531.88it/s, iter=2.09e+03, step_size=0.893, tol=9.79e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2530.91it/s, iter=2.09e+03, step_size=0.893, tol=9.79e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2530.58it/s, iter=2.09e+03, step_size=0.893, tol=9.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2529.60it/s, iter=2.09e+03, step_size=0.893, tol=9.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2529.25it/s, iter=2.09e+03, step_size=0.893, tol=9.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2528.14it/s, iter=2.09e+03, step_size=0.893, tol=9.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2527.81it/s, iter=2.1e+03, step_size=0.893, tol=9.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2526.84it/s, iter=2.1e+03, step_size=0.893, tol=9.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2526.51it/s, iter=2.1e+03, step_size=0.893, tol=9.63e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2525.54it/s, iter=2.1e+03, step_size=0.893, tol=9.63e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2525.21it/s, iter=2.1e+03, step_size=0.893, tol=9.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2524.23it/s, iter=2.1e+03, step_size=0.893, tol=9.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2523.90it/s, iter=2.1e+03, step_size=0.893, tol=9.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2522.94it/s, iter=2.1e+03, step_size=0.893, tol=9.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2522.63it/s, iter=2.1e+03, step_size=0.893, tol=9.51e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2521.64it/s, iter=2.1e+03, step_size=0.893, tol=9.51e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2521.34it/s, iter=2.1e+03, step_size=0.893, tol=9.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2520.44it/s, iter=2.1e+03, step_size=0.893, tol=9.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2520.14it/s, iter=2.1e+03, step_size=0.893, tol=9.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2519.25it/s, iter=2.1e+03, step_size=0.893, tol=9.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2518.95it/s, iter=2.1e+03, step_size=0.893, tol=9.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2518.06it/s, iter=2.1e+03, step_size=0.893, tol=9.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2517.76it/s, iter=2.1e+03, step_size=0.893, tol=9.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2516.87it/s, iter=2.1e+03, step_size=0.893, tol=9.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2516.57it/s, iter=2.1e+03, step_size=0.893, tol=9.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2515.67it/s, iter=2.1e+03, step_size=0.893, tol=9.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2515.36it/s, iter=2.10e+03, step_size=0.893, tol=9.27e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2514.48it/s, iter=2.10e+03, step_size=0.893, tol=9.27e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2514.18it/s, iter=2.11e+03, step_size=0.893, tol=9.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2513.27it/s, iter=2.11e+03, step_size=0.893, tol=9.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2512.97it/s, iter=2.11e+03, step_size=0.893, tol=9.2e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2512.08it/s, iter=2.11e+03, step_size=0.893, tol=9.2e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2511.78it/s, iter=2.11e+03, step_size=0.893, tol=9.16e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2510.90it/s, iter=2.11e+03, step_size=0.893, tol=9.16e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2510.60it/s, iter=2.11e+03, step_size=0.893, tol=9.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2509.71it/s, iter=2.11e+03, step_size=0.893, tol=9.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2509.41it/s, iter=2.11e+03, step_size=0.893, tol=9.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2508.52it/s, iter=2.11e+03, step_size=0.893, tol=9.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2508.22it/s, iter=2.11e+03, step_size=0.893, tol=9.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2507.33it/s, iter=2.11e+03, step_size=0.893, tol=9.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2507.05it/s, iter=2.11e+03, step_size=0.893, tol=9.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2506.21it/s, iter=2.11e+03, step_size=0.893, tol=9.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2505.90it/s, iter=2.11e+03, step_size=0.893, tol=8.97e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2505.05it/s, iter=2.11e+03, step_size=0.893, tol=8.97e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2504.76it/s, iter=2.11e+03, step_size=0.893, tol=8.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2503.91it/s, iter=2.11e+03, step_size=0.893, tol=8.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2503.62it/s, iter=2.12e+03, step_size=0.893, tol=8.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2502.78it/s, iter=2.12e+03, step_size=0.893, tol=8.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2502.50it/s, iter=2.12e+03, step_size=0.893, tol=8.86e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2501.67it/s, iter=2.12e+03, step_size=0.893, tol=8.86e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2501.38it/s, iter=2.12e+03, step_size=0.893, tol=8.82e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2500.55it/s, iter=2.12e+03, step_size=0.893, tol=8.82e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2500.26it/s, iter=2.12e+03, step_size=0.893, tol=8.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2499.43it/s, iter=2.12e+03, step_size=0.893, tol=8.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2499.12it/s, iter=2.12e+03, step_size=0.893, tol=8.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2498.18it/s, iter=2.12e+03, step_size=0.893, tol=8.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2497.89it/s, iter=2.12e+03, step_size=0.893, tol=8.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2497.06it/s, iter=2.12e+03, step_size=0.893, tol=8.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2496.78it/s, iter=2.12e+03, step_size=0.893, tol=8.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2495.95it/s, iter=2.12e+03, step_size=0.893, tol=8.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2495.66it/s, iter=2.12e+03, step_size=0.893, tol=8.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2494.83it/s, iter=2.12e+03, step_size=0.893, tol=8.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2494.55it/s, iter=2.12e+03, step_size=0.893, tol=8.6e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2493.71it/s, iter=2.12e+03, step_size=0.893, tol=8.6e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2493.43it/s, iter=2.12e+03, step_size=0.893, tol=8.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2492.60it/s, iter=2.12e+03, step_size=0.893, tol=8.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2492.32it/s, iter=2.12e+03, step_size=0.893, tol=8.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2491.37it/s, iter=2.12e+03, step_size=0.893, tol=8.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2491.09it/s, iter=2.13e+03, step_size=0.893, tol=8.49e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2490.26it/s, iter=2.13e+03, step_size=0.893, tol=8.49e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2489.97it/s, iter=2.13e+03, step_size=0.893, tol=8.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2489.15it/s, iter=2.13e+03, step_size=0.893, tol=8.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2488.86it/s, iter=2.13e+03, step_size=0.893, tol=8.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2487.99it/s, iter=2.13e+03, step_size=0.893, tol=8.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2487.62it/s, iter=2.13e+03, step_size=0.893, tol=8.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2486.23it/s, iter=2.13e+03, step_size=0.893, tol=8.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2485.95it/s, iter=2.13e+03, step_size=0.893, tol=8.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2485.12it/s, iter=2.13e+03, step_size=0.893, tol=8.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2484.84it/s, iter=2.13e+03, step_size=0.893, tol=8.32e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2483.90it/s, iter=2.13e+03, step_size=0.893, tol=8.32e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2483.61it/s, iter=2.13e+03, step_size=0.893, tol=8.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2482.77it/s, iter=2.13e+03, step_size=0.893, tol=8.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2482.48it/s, iter=2.13e+03, step_size=0.893, tol=8.25e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2481.65it/s, iter=2.13e+03, step_size=0.893, tol=8.25e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2481.37it/s, iter=2.13e+03, step_size=0.893, tol=8.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2480.55it/s, iter=2.13e+03, step_size=0.893, tol=8.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2480.26it/s, iter=2.14e+03, step_size=0.893, tol=8.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2479.32it/s, iter=2.14e+03, step_size=0.893, tol=8.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2479.04it/s, iter=2.14e+03, step_size=0.893, tol=8.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2478.23it/s, iter=2.14e+03, step_size=0.893, tol=8.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2477.94it/s, iter=2.14e+03, step_size=0.893, tol=8.11e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2477.13it/s, iter=2.14e+03, step_size=0.893, tol=8.11e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2476.85it/s, iter=2.14e+03, step_size=0.893, tol=8.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2476.03it/s, iter=2.14e+03, step_size=0.893, tol=8.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2475.75it/s, iter=2.14e+03, step_size=0.893, tol=8.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2474.93it/s, iter=2.14e+03, step_size=0.893, tol=8.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2474.65it/s, iter=2.14e+03, step_size=0.893, tol=8.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2473.84it/s, iter=2.14e+03, step_size=0.893, tol=8.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2473.56it/s, iter=2.14e+03, step_size=0.893, tol=7.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2472.74it/s, iter=2.14e+03, step_size=0.893, tol=7.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2472.47it/s, iter=2.14e+03, step_size=0.893, tol=7.94e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2471.65it/s, iter=2.14e+03, step_size=0.893, tol=7.94e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2471.38it/s, iter=2.14e+03, step_size=0.893, tol=7.91e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2470.56it/s, iter=2.14e+03, step_size=0.893, tol=7.91e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2470.27it/s, iter=2.14e+03, step_size=0.893, tol=7.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2469.45it/s, iter=2.14e+03, step_size=0.893, tol=7.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2469.17it/s, iter=2.14e+03, step_size=0.893, tol=7.84e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2468.36it/s, iter=2.14e+03, step_size=0.893, tol=7.84e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2467.96it/s, iter=2.15e+03, step_size=0.893, tol=7.81e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2467.14it/s, iter=2.15e+03, step_size=0.893, tol=7.81e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2466.87it/s, iter=2.15e+03, step_size=0.893, tol=7.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2466.05it/s, iter=2.15e+03, step_size=0.893, tol=7.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2465.78it/s, iter=2.15e+03, step_size=0.893, tol=7.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2464.96it/s, iter=2.15e+03, step_size=0.893, tol=7.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2464.69it/s, iter=2.15e+03, step_size=0.893, tol=7.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2463.88it/s, iter=2.15e+03, step_size=0.893, tol=7.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2463.61it/s, iter=2.15e+03, step_size=0.893, tol=7.68e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2462.69it/s, iter=2.15e+03, step_size=0.893, tol=7.68e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2462.37it/s, iter=2.15e+03, step_size=0.893, tol=7.65e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2461.56it/s, iter=2.15e+03, step_size=0.893, tol=7.65e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2461.29it/s, iter=2.15e+03, step_size=0.893, tol=7.62e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2460.48it/s, iter=2.15e+03, step_size=0.893, tol=7.62e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2460.21it/s, iter=2.15e+03, step_size=0.893, tol=7.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2459.40it/s, iter=2.15e+03, step_size=0.893, tol=7.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2459.13it/s, iter=2.15e+03, step_size=0.893, tol=7.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2458.32it/s, iter=2.15e+03, step_size=0.893, tol=7.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2458.05it/s, iter=2.16e+03, step_size=0.893, tol=7.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2457.24it/s, iter=2.16e+03, step_size=0.893, tol=7.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2456.96it/s, iter=2.16e+03, step_size=0.893, tol=7.49e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2455.93it/s, iter=2.16e+03, step_size=0.893, tol=7.49e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2455.65it/s, iter=2.16e+03, step_size=0.893, tol=7.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2454.85it/s, iter=2.16e+03, step_size=0.893, tol=7.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2454.58it/s, iter=2.16e+03, step_size=0.893, tol=7.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2453.77it/s, iter=2.16e+03, step_size=0.893, tol=7.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2453.50it/s, iter=2.16e+03, step_size=0.893, tol=7.4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2452.59it/s, iter=2.16e+03, step_size=0.893, tol=7.4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2452.31it/s, iter=2.16e+03, step_size=0.893, tol=7.37e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2451.50it/s, iter=2.16e+03, step_size=0.893, tol=7.37e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2451.23it/s, iter=2.16e+03, step_size=0.893, tol=7.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2450.42it/s, iter=2.16e+03, step_size=0.893, tol=7.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2450.15it/s, iter=2.16e+03, step_size=0.893, tol=7.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2449.35it/s, iter=2.16e+03, step_size=0.893, tol=7.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2449.08it/s, iter=2.16e+03, step_size=0.893, tol=7.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2448.27it/s, iter=2.16e+03, step_size=0.893, tol=7.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2448.00it/s, iter=2.16e+03, step_size=0.893, tol=7.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2447.20it/s, iter=2.16e+03, step_size=0.893, tol=7.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2446.93it/s, iter=2.16e+03, step_size=0.893, tol=7.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2446.11it/s, iter=2.16e+03, step_size=0.893, tol=7.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2445.84it/s, iter=2.17e+03, step_size=0.893, tol=7.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2445.04it/s, iter=2.17e+03, step_size=0.893, tol=7.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2444.65it/s, iter=2.17e+03, step_size=0.893, tol=7.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2443.85it/s, iter=2.17e+03, step_size=0.893, tol=7.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2443.58it/s, iter=2.17e+03, step_size=0.893, tol=7.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2442.79it/s, iter=2.17e+03, step_size=0.893, tol=7.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2442.50it/s, iter=2.17e+03, step_size=0.893, tol=7.09e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2441.71it/s, iter=2.17e+03, step_size=0.893, tol=7.09e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2441.43it/s, iter=2.17e+03, step_size=0.893, tol=7.07e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2440.64it/s, iter=2.17e+03, step_size=0.893, tol=7.07e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2440.37it/s, iter=2.17e+03, step_size=0.893, tol=7.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2439.58it/s, iter=2.17e+03, step_size=0.893, tol=7.04e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2439.30it/s, iter=2.17e+03, step_size=0.893, tol=7.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2437.88it/s, iter=2.17e+03, step_size=0.893, tol=7.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2437.45it/s, iter=2.17e+03, step_size=0.893, tol=6.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2436.66it/s, iter=2.17e+03, step_size=0.893, tol=6.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2436.39it/s, iter=2.17e+03, step_size=0.893, tol=6.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2435.60it/s, iter=2.17e+03, step_size=0.893, tol=6.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2435.33it/s, iter=2.18e+03, step_size=0.893, tol=6.92e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2434.53it/s, iter=2.18e+03, step_size=0.893, tol=6.92e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2434.26it/s, iter=2.18e+03, step_size=0.893, tol=6.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2433.47it/s, iter=2.18e+03, step_size=0.893, tol=6.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2433.02it/s, iter=2.18e+03, step_size=0.893, tol=6.86e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2432.23it/s, iter=2.18e+03, step_size=0.893, tol=6.86e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2431.96it/s, iter=2.18e+03, step_size=0.893, tol=6.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2431.17it/s, iter=2.18e+03, step_size=0.893, tol=6.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2430.90it/s, iter=2.18e+03, step_size=0.893, tol=6.8e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2430.09it/s, iter=2.18e+03, step_size=0.893, tol=6.8e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2429.82it/s, iter=2.18e+03, step_size=0.893, tol=6.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2429.03it/s, iter=2.18e+03, step_size=0.893, tol=6.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2428.76it/s, iter=2.18e+03, step_size=0.893, tol=6.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2427.97it/s, iter=2.18e+03, step_size=0.893, tol=6.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2427.69it/s, iter=2.18e+03, step_size=0.893, tol=6.72e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2426.89it/s, iter=2.18e+03, step_size=0.893, tol=6.72e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2426.62it/s, iter=2.18e+03, step_size=0.893, tol=6.69e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2425.82it/s, iter=2.18e+03, step_size=0.893, tol=6.69e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2425.55it/s, iter=2.18e+03, step_size=0.893, tol=6.66e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2424.77it/s, iter=2.18e+03, step_size=0.893, tol=6.66e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2424.49it/s, iter=2.18e+03, step_size=0.893, tol=6.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2423.71it/s, iter=2.18e+03, step_size=0.893, tol=6.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2423.44it/s, iter=2.19e+03, step_size=0.893, tol=6.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2422.65it/s, iter=2.19e+03, step_size=0.893, tol=6.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2422.38it/s, iter=2.19e+03, step_size=0.893, tol=6.58e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2421.49it/s, iter=2.19e+03, step_size=0.893, tol=6.58e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2421.22it/s, iter=2.19e+03, step_size=0.893, tol=6.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2420.43it/s, iter=2.19e+03, step_size=0.893, tol=6.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2420.16it/s, iter=2.19e+03, step_size=0.893, tol=6.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2419.33it/s, iter=2.19e+03, step_size=0.893, tol=6.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2419.02it/s, iter=2.19e+03, step_size=0.893, tol=6.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2418.24it/s, iter=2.19e+03, step_size=0.893, tol=6.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2417.97it/s, iter=2.19e+03, step_size=0.893, tol=6.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2417.19it/s, iter=2.19e+03, step_size=0.893, tol=6.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2416.92it/s, iter=2.19e+03, step_size=0.893, tol=6.44e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2416.14it/s, iter=2.19e+03, step_size=0.893, tol=6.44e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2415.88it/s, iter=2.19e+03, step_size=0.893, tol=6.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2415.10it/s, iter=2.19e+03, step_size=0.893, tol=6.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2414.82it/s, iter=2.19e+03, step_size=0.893, tol=6.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2414.04it/s, iter=2.19e+03, step_size=0.893, tol=6.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2413.77it/s, iter=2.2e+03, step_size=0.893, tol=6.36e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2413.00it/s, iter=2.2e+03, step_size=0.893, tol=6.36e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2412.73it/s, iter=2.2e+03, step_size=0.893, tol=6.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2411.95it/s, iter=2.2e+03, step_size=0.893, tol=6.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2411.68it/s, iter=2.2e+03, step_size=0.893, tol=6.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2410.90it/s, iter=2.2e+03, step_size=0.893, tol=6.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2410.51it/s, iter=2.2e+03, step_size=0.893, tol=6.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2409.38it/s, iter=2.2e+03, step_size=0.893, tol=6.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2409.06it/s, iter=2.2e+03, step_size=0.893, tol=6.26e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2408.29it/s, iter=2.2e+03, step_size=0.893, tol=6.26e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2408.02it/s, iter=2.2e+03, step_size=0.893, tol=6.23e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2407.11it/s, iter=2.2e+03, step_size=0.893, tol=6.23e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2406.85it/s, iter=2.2e+03, step_size=0.893, tol=6.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2406.07it/s, iter=2.2e+03, step_size=0.893, tol=6.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2405.81it/s, iter=2.2e+03, step_size=0.893, tol=6.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2405.03it/s, iter=2.2e+03, step_size=0.893, tol=6.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2404.77it/s, iter=2.2e+03, step_size=0.893, tol=6.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2404.00it/s, iter=2.2e+03, step_size=0.893, tol=6.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2403.74it/s, iter=2.2e+03, step_size=0.893, tol=6.13e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2402.97it/s, iter=2.2e+03, step_size=0.893, tol=6.13e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2402.71it/s, iter=2.20e+03, step_size=0.893, tol=6.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2401.94it/s, iter=2.20e+03, step_size=0.893, tol=6.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2401.68it/s, iter=2.21e+03, step_size=0.893, tol=6.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2400.89it/s, iter=2.21e+03, step_size=0.893, tol=6.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2400.63it/s, iter=2.21e+03, step_size=0.893, tol=6.05e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2399.85it/s, iter=2.21e+03, step_size=0.893, tol=6.05e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2399.46it/s, iter=2.21e+03, step_size=0.893, tol=6.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2397.97it/s, iter=2.21e+03, step_size=0.893, tol=6.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2397.53it/s, iter=2.21e+03, step_size=0.893, tol=6e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2396.16it/s, iter=2.21e+03, step_size=0.893, tol=6e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2395.71it/s, iter=2.21e+03, step_size=0.893, tol=5.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2394.35it/s, iter=2.21e+03, step_size=0.893, tol=5.98e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2393.94it/s, iter=2.21e+03, step_size=0.893, tol=5.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2392.58it/s, iter=2.21e+03, step_size=0.893, tol=5.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2392.14it/s, iter=2.21e+03, step_size=0.893, tol=5.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2390.48it/s, iter=2.21e+03, step_size=0.893, tol=5.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2390.02it/s, iter=2.21e+03, step_size=0.893, tol=5.9e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2388.57it/s, iter=2.21e+03, step_size=0.893, tol=5.9e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2387.97it/s, iter=2.21e+03, step_size=0.893, tol=5.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2386.36it/s, iter=2.21e+03, step_size=0.893, tol=5.88e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2385.91it/s, iter=2.22e+03, step_size=0.893, tol=5.85e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2384.49it/s, iter=2.22e+03, step_size=0.893, tol=5.85e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2384.04it/s, iter=2.22e+03, step_size=0.893, tol=5.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2382.63it/s, iter=2.22e+03, step_size=0.893, tol=5.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2382.18it/s, iter=2.22e+03, step_size=0.893, tol=5.8e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2380.76it/s, iter=2.22e+03, step_size=0.893, tol=5.8e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2380.31it/s, iter=2.22e+03, step_size=0.893, tol=5.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2378.84it/s, iter=2.22e+03, step_size=0.893, tol=5.78e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2378.38it/s, iter=2.22e+03, step_size=0.893, tol=5.76e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2376.77it/s, iter=2.22e+03, step_size=0.893, tol=5.76e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2376.33it/s, iter=2.22e+03, step_size=0.893, tol=5.73e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2374.72it/s, iter=2.22e+03, step_size=0.893, tol=5.73e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2374.19it/s, iter=2.22e+03, step_size=0.893, tol=5.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2372.54it/s, iter=2.22e+03, step_size=0.893, tol=5.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2372.03it/s, iter=2.22e+03, step_size=0.893, tol=5.68e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2370.57it/s, iter=2.22e+03, step_size=0.893, tol=5.68e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2370.11it/s, iter=2.22e+03, step_size=0.893, tol=5.66e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2368.54it/s, iter=2.22e+03, step_size=0.893, tol=5.66e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2368.22it/s, iter=2.22e+03, step_size=0.893, tol=5.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2367.32it/s, iter=2.22e+03, step_size=0.893, tol=5.64e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2367.05it/s, iter=2.22e+03, step_size=0.893, tol=5.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2366.18it/s, iter=2.22e+03, step_size=0.893, tol=5.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2365.91it/s, iter=2.23e+03, step_size=0.893, tol=5.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2365.16it/s, iter=2.23e+03, step_size=0.893, tol=5.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2364.90it/s, iter=2.23e+03, step_size=0.893, tol=5.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2364.15it/s, iter=2.23e+03, step_size=0.893, tol=5.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2363.90it/s, iter=2.23e+03, step_size=0.893, tol=5.54e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2363.14it/s, iter=2.23e+03, step_size=0.893, tol=5.54e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2362.89it/s, iter=2.23e+03, step_size=0.893, tol=5.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2362.12it/s, iter=2.23e+03, step_size=0.893, tol=5.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2361.87it/s, iter=2.23e+03, step_size=0.893, tol=5.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2361.12it/s, iter=2.23e+03, step_size=0.893, tol=5.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2360.87it/s, iter=2.23e+03, step_size=0.893, tol=5.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2360.12it/s, iter=2.23e+03, step_size=0.893, tol=5.47e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2359.86it/s, iter=2.23e+03, step_size=0.893, tol=5.45e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2359.11it/s, iter=2.23e+03, step_size=0.893, tol=5.45e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2358.85it/s, iter=2.23e+03, step_size=0.893, tol=5.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2358.09it/s, iter=2.23e+03, step_size=0.893, tol=5.43e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2357.84it/s, iter=2.23e+03, step_size=0.893, tol=5.41e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2357.09it/s, iter=2.23e+03, step_size=0.893, tol=5.41e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2356.84it/s, iter=2.24e+03, step_size=0.893, tol=5.38e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2356.09it/s, iter=2.24e+03, step_size=0.893, tol=5.38e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2355.84it/s, iter=2.24e+03, step_size=0.893, tol=5.36e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2354.87it/s, iter=2.24e+03, step_size=0.893, tol=5.36e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2354.62it/s, iter=2.24e+03, step_size=0.893, tol=5.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2353.88it/s, iter=2.24e+03, step_size=0.893, tol=5.34e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2353.62it/s, iter=2.24e+03, step_size=0.893, tol=5.32e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2352.88it/s, iter=2.24e+03, step_size=0.893, tol=5.32e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2352.63it/s, iter=2.24e+03, step_size=0.893, tol=5.29e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2351.90it/s, iter=2.24e+03, step_size=0.893, tol=5.29e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2351.64it/s, iter=2.24e+03, step_size=0.893, tol=5.27e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2350.91it/s, iter=2.24e+03, step_size=0.893, tol=5.27e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2350.66it/s, iter=2.24e+03, step_size=0.893, tol=5.25e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2349.88it/s, iter=2.24e+03, step_size=0.893, tol=5.25e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2349.62it/s, iter=2.24e+03, step_size=0.893, tol=5.23e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2348.86it/s, iter=2.24e+03, step_size=0.893, tol=5.23e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2348.60it/s, iter=2.24e+03, step_size=0.893, tol=5.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2347.83it/s, iter=2.24e+03, step_size=0.893, tol=5.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2347.57it/s, iter=2.24e+03, step_size=0.893, tol=5.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2346.80it/s, iter=2.24e+03, step_size=0.893, tol=5.18e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2346.49it/s, iter=2.24e+03, step_size=0.893, tol=5.16e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2345.67it/s, iter=2.24e+03, step_size=0.893, tol=5.16e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2345.41it/s, iter=2.25e+03, step_size=0.893, tol=5.14e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2344.54it/s, iter=2.25e+03, step_size=0.893, tol=5.14e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2344.28it/s, iter=2.25e+03, step_size=0.893, tol=5.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2343.52it/s, iter=2.25e+03, step_size=0.893, tol=5.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2343.26it/s, iter=2.25e+03, step_size=0.893, tol=5.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2342.50it/s, iter=2.25e+03, step_size=0.893, tol=5.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2342.24it/s, iter=2.25e+03, step_size=0.893, tol=5.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2341.49it/s, iter=2.25e+03, step_size=0.893, tol=5.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2341.23it/s, iter=2.25e+03, step_size=0.893, tol=5.06e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2340.48it/s, iter=2.25e+03, step_size=0.893, tol=5.06e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2340.22it/s, iter=2.25e+03, step_size=0.893, tol=5.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2339.46it/s, iter=2.25e+03, step_size=0.893, tol=5.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2339.21it/s, iter=2.25e+03, step_size=0.893, tol=5.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2338.45it/s, iter=2.25e+03, step_size=0.893, tol=5.01e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2338.19it/s, iter=2.25e+03, step_size=0.893, tol=4.99e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2337.44it/s, iter=2.25e+03, step_size=0.893, tol=4.99e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2337.19it/s, iter=2.25e+03, step_size=0.893, tol=4.97e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2336.43it/s, iter=2.25e+03, step_size=0.893, tol=4.97e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2336.18it/s, iter=2.26e+03, step_size=0.893, tol=4.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2335.43it/s, iter=2.26e+03, step_size=0.893, tol=4.95e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2335.17it/s, iter=2.26e+03, step_size=0.893, tol=4.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2334.42it/s, iter=2.26e+03, step_size=0.893, tol=4.93e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2334.14it/s, iter=2.26e+03, step_size=0.893, tol=4.91e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2333.38it/s, iter=2.26e+03, step_size=0.893, tol=4.91e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2333.12it/s, iter=2.26e+03, step_size=0.893, tol=4.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2332.37it/s, iter=2.26e+03, step_size=0.893, tol=4.89e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2332.11it/s, iter=2.26e+03, step_size=0.893, tol=4.87e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2331.36it/s, iter=2.26e+03, step_size=0.893, tol=4.87e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2331.10it/s, iter=2.26e+03, step_size=0.893, tol=4.85e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2330.31it/s, iter=2.26e+03, step_size=0.893, tol=4.85e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2330.05it/s, iter=2.26e+03, step_size=0.893, tol=4.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2329.30it/s, iter=2.26e+03, step_size=0.893, tol=4.83e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2329.04it/s, iter=2.26e+03, step_size=0.893, tol=4.81e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2328.30it/s, iter=2.26e+03, step_size=0.893, tol=4.81e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2328.04it/s, iter=2.26e+03, step_size=0.893, tol=4.79e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2327.29it/s, iter=2.26e+03, step_size=0.893, tol=4.79e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2327.04it/s, iter=2.26e+03, step_size=0.893, tol=4.77e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2326.29it/s, iter=2.26e+03, step_size=0.893, tol=4.77e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2326.03it/s, iter=2.26e+03, step_size=0.893, tol=4.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2325.28it/s, iter=2.26e+03, step_size=0.893, tol=4.75e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2325.03it/s, iter=2.27e+03, step_size=0.893, tol=4.73e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2324.19it/s, iter=2.27e+03, step_size=0.893, tol=4.73e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2323.94it/s, iter=2.27e+03, step_size=0.893, tol=4.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2323.19it/s, iter=2.27e+03, step_size=0.893, tol=4.71e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2322.93it/s, iter=2.27e+03, step_size=0.893, tol=4.69e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2322.18it/s, iter=2.27e+03, step_size=0.893, tol=4.69e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2321.93it/s, iter=2.27e+03, step_size=0.893, tol=4.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2321.17it/s, iter=2.27e+03, step_size=0.893, tol=4.67e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2320.92it/s, iter=2.27e+03, step_size=0.893, tol=4.65e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2320.18it/s, iter=2.27e+03, step_size=0.893, tol=4.65e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2319.93it/s, iter=2.27e+03, step_size=0.893, tol=4.63e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2319.19it/s, iter=2.27e+03, step_size=0.893, tol=4.63e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2318.94it/s, iter=2.27e+03, step_size=0.893, tol=4.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2318.21it/s, iter=2.27e+03, step_size=0.893, tol=4.61e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2317.95it/s, iter=2.27e+03, step_size=0.893, tol=4.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2317.21it/s, iter=2.27e+03, step_size=0.893, tol=4.59e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2316.96it/s, iter=2.27e+03, step_size=0.893, tol=4.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2316.22it/s, iter=2.27e+03, step_size=0.893, tol=4.57e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2315.97it/s, iter=2.28e+03, step_size=0.893, tol=4.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2315.23it/s, iter=2.28e+03, step_size=0.893, tol=4.55e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2314.98it/s, iter=2.28e+03, step_size=0.893, tol=4.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2314.24it/s, iter=2.28e+03, step_size=0.893, tol=4.53e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2313.98it/s, iter=2.28e+03, step_size=0.893, tol=4.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2313.23it/s, iter=2.28e+03, step_size=0.893, tol=4.52e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2312.97it/s, iter=2.28e+03, step_size=0.893, tol=4.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2312.23it/s, iter=2.28e+03, step_size=0.893, tol=4.5e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2311.98it/s, iter=2.28e+03, step_size=0.893, tol=4.48e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2311.22it/s, iter=2.28e+03, step_size=0.893, tol=4.48e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2310.97it/s, iter=2.28e+03, step_size=0.893, tol=4.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2310.23it/s, iter=2.28e+03, step_size=0.893, tol=4.46e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2309.97it/s, iter=2.28e+03, step_size=0.893, tol=4.44e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2309.23it/s, iter=2.28e+03, step_size=0.893, tol=4.44e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2308.98it/s, iter=2.28e+03, step_size=0.893, tol=4.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2308.23it/s, iter=2.28e+03, step_size=0.893, tol=4.42e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2307.97it/s, iter=2.28e+03, step_size=0.893, tol=4.4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2307.23it/s, iter=2.28e+03, step_size=0.893, tol=4.4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2306.97it/s, iter=2.28e+03, step_size=0.893, tol=4.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2306.24it/s, iter=2.28e+03, step_size=0.893, tol=4.39e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2305.99it/s, iter=2.28e+03, step_size=0.893, tol=4.37e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2305.26it/s, iter=2.28e+03, step_size=0.893, tol=4.37e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2305.00it/s, iter=2.29e+03, step_size=0.893, tol=4.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2304.27it/s, iter=2.29e+03, step_size=0.893, tol=4.35e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2304.02it/s, iter=2.29e+03, step_size=0.893, tol=4.33e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2303.30it/s, iter=2.29e+03, step_size=0.893, tol=4.33e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2303.05it/s, iter=2.29e+03, step_size=0.893, tol=4.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2302.19it/s, iter=2.29e+03, step_size=0.893, tol=4.31e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2301.94it/s, iter=2.29e+03, step_size=0.893, tol=4.29e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2301.21it/s, iter=2.29e+03, step_size=0.893, tol=4.29e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2300.96it/s, iter=2.29e+03, step_size=0.893, tol=4.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2300.23it/s, iter=2.29e+03, step_size=0.893, tol=4.28e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2299.99it/s, iter=2.29e+03, step_size=0.893, tol=4.26e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2299.25it/s, iter=2.29e+03, step_size=0.893, tol=4.26e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2299.01it/s, iter=2.29e+03, step_size=0.893, tol=4.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2298.28it/s, iter=2.29e+03, step_size=0.893, tol=4.24e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2298.03it/s, iter=2.29e+03, step_size=0.893, tol=4.22e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2297.30it/s, iter=2.29e+03, step_size=0.893, tol=4.22e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2297.05it/s, iter=2.29e+03, step_size=0.893, tol=4.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2296.31it/s, iter=2.29e+03, step_size=0.893, tol=4.21e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2296.06it/s, iter=2.3e+03, step_size=0.893, tol=4.19e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2295.22it/s, iter=2.3e+03, step_size=0.893, tol=4.19e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2294.97it/s, iter=2.3e+03, step_size=0.893, tol=4.17e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2294.16it/s, iter=2.3e+03, step_size=0.893, tol=4.17e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2293.91it/s, iter=2.3e+03, step_size=0.893, tol=4.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2293.18it/s, iter=2.3e+03, step_size=0.893, tol=4.15e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2292.93it/s, iter=2.3e+03, step_size=0.893, tol=4.14e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2292.08it/s, iter=2.3e+03, step_size=0.893, tol=4.14e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2291.83it/s, iter=2.3e+03, step_size=0.893, tol=4.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2291.11it/s, iter=2.3e+03, step_size=0.893, tol=4.12e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2290.86it/s, iter=2.3e+03, step_size=0.893, tol=4.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2290.15it/s, iter=2.3e+03, step_size=0.893, tol=4.1e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2289.90it/s, iter=2.3e+03, step_size=0.893, tol=4.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2289.18it/s, iter=2.3e+03, step_size=0.893, tol=4.08e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2288.93it/s, iter=2.3e+03, step_size=0.893, tol=4.07e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2288.22it/s, iter=2.3e+03, step_size=0.893, tol=4.07e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2287.97it/s, iter=2.3e+03, step_size=0.893, tol=4.05e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2287.26it/s, iter=2.3e+03, step_size=0.893, tol=4.05e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2287.02it/s, iter=2.3e+03, step_size=0.893, tol=4.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2286.29it/s, iter=2.3e+03, step_size=0.893, tol=4.03e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2286.05it/s, iter=2.30e+03, step_size=0.893, tol=4.02e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2285.33it/s, iter=2.30e+03, step_size=0.893, tol=4.02e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2285.08it/s, iter=2.31e+03, step_size=0.893, tol=4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2284.36it/s, iter=2.31e+03, step_size=0.893, tol=4e-07]
PGD: 41%|####1 | 2063/5000 [00:00<00:01, 2284.12it/s, iter=2.31e+03, step_size=0.893, tol=3.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2555.18it/s, iter=2.31e+03, step_size=0.893, tol=3.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2554.37it/s, iter=2.31e+03, step_size=0.893, tol=3.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2554.09it/s, iter=2.31e+03, step_size=0.893, tol=3.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2553.18it/s, iter=2.31e+03, step_size=0.893, tol=3.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2552.91it/s, iter=2.31e+03, step_size=0.893, tol=3.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2552.11it/s, iter=2.31e+03, step_size=0.893, tol=3.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2551.83it/s, iter=2.31e+03, step_size=0.893, tol=3.93e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2551.02it/s, iter=2.31e+03, step_size=0.893, tol=3.93e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2550.75it/s, iter=2.31e+03, step_size=0.893, tol=3.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2549.95it/s, iter=2.31e+03, step_size=0.893, tol=3.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2549.68it/s, iter=2.31e+03, step_size=0.893, tol=3.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2548.87it/s, iter=2.31e+03, step_size=0.893, tol=3.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2548.60it/s, iter=2.31e+03, step_size=0.893, tol=3.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2547.71it/s, iter=2.31e+03, step_size=0.893, tol=3.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2547.39it/s, iter=2.31e+03, step_size=0.893, tol=3.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2546.59it/s, iter=2.31e+03, step_size=0.893, tol=3.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2546.32it/s, iter=2.32e+03, step_size=0.893, tol=3.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2545.53it/s, iter=2.32e+03, step_size=0.893, tol=3.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2545.25it/s, iter=2.32e+03, step_size=0.893, tol=3.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2544.46it/s, iter=2.32e+03, step_size=0.893, tol=3.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2544.19it/s, iter=2.32e+03, step_size=0.893, tol=3.82e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2543.39it/s, iter=2.32e+03, step_size=0.893, tol=3.82e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2543.13it/s, iter=2.32e+03, step_size=0.893, tol=3.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2542.21it/s, iter=2.32e+03, step_size=0.893, tol=3.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2541.95it/s, iter=2.32e+03, step_size=0.893, tol=3.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2541.16it/s, iter=2.32e+03, step_size=0.893, tol=3.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2540.87it/s, iter=2.32e+03, step_size=0.893, tol=3.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2540.07it/s, iter=2.32e+03, step_size=0.893, tol=3.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2539.80it/s, iter=2.32e+03, step_size=0.893, tol=3.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2538.91it/s, iter=2.32e+03, step_size=0.893, tol=3.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2538.64it/s, iter=2.32e+03, step_size=0.893, tol=3.74e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2537.84it/s, iter=2.32e+03, step_size=0.893, tol=3.74e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2537.57it/s, iter=2.32e+03, step_size=0.893, tol=3.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2536.78it/s, iter=2.32e+03, step_size=0.893, tol=3.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2536.50it/s, iter=2.32e+03, step_size=0.893, tol=3.71e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2535.71it/s, iter=2.32e+03, step_size=0.893, tol=3.71e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2535.27it/s, iter=2.32e+03, step_size=0.893, tol=3.69e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2533.07it/s, iter=2.32e+03, step_size=0.893, tol=3.69e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2532.47it/s, iter=2.33e+03, step_size=0.893, tol=3.68e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2531.41it/s, iter=2.33e+03, step_size=0.893, tol=3.68e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2530.92it/s, iter=2.33e+03, step_size=0.893, tol=3.66e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2529.65it/s, iter=2.33e+03, step_size=0.893, tol=3.66e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2529.38it/s, iter=2.33e+03, step_size=0.893, tol=3.65e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2528.49it/s, iter=2.33e+03, step_size=0.893, tol=3.65e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2528.22it/s, iter=2.33e+03, step_size=0.893, tol=3.63e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2527.41it/s, iter=2.33e+03, step_size=0.893, tol=3.63e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2527.14it/s, iter=2.33e+03, step_size=0.893, tol=3.62e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2526.34it/s, iter=2.33e+03, step_size=0.893, tol=3.62e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2526.07it/s, iter=2.33e+03, step_size=0.893, tol=3.6e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2525.28it/s, iter=2.33e+03, step_size=0.893, tol=3.6e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2525.01it/s, iter=2.33e+03, step_size=0.893, tol=3.59e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2524.22it/s, iter=2.33e+03, step_size=0.893, tol=3.59e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2523.94it/s, iter=2.33e+03, step_size=0.893, tol=3.57e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2523.12it/s, iter=2.33e+03, step_size=0.893, tol=3.57e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2522.85it/s, iter=2.33e+03, step_size=0.893, tol=3.56e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2522.06it/s, iter=2.33e+03, step_size=0.893, tol=3.56e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2521.79it/s, iter=2.34e+03, step_size=0.893, tol=3.54e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2521.01it/s, iter=2.34e+03, step_size=0.893, tol=3.54e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2520.74it/s, iter=2.34e+03, step_size=0.893, tol=3.53e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2519.72it/s, iter=2.34e+03, step_size=0.893, tol=3.53e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2519.45it/s, iter=2.34e+03, step_size=0.893, tol=3.51e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2518.67it/s, iter=2.34e+03, step_size=0.893, tol=3.51e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2518.40it/s, iter=2.34e+03, step_size=0.893, tol=3.5e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2517.61it/s, iter=2.34e+03, step_size=0.893, tol=3.5e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2517.35it/s, iter=2.34e+03, step_size=0.893, tol=3.48e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2516.56it/s, iter=2.34e+03, step_size=0.893, tol=3.48e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2516.16it/s, iter=2.34e+03, step_size=0.893, tol=3.47e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2514.77it/s, iter=2.34e+03, step_size=0.893, tol=3.47e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2514.30it/s, iter=2.34e+03, step_size=0.893, tol=3.46e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2512.81it/s, iter=2.34e+03, step_size=0.893, tol=3.46e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2512.35it/s, iter=2.34e+03, step_size=0.893, tol=3.44e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2510.85it/s, iter=2.34e+03, step_size=0.893, tol=3.44e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2510.35it/s, iter=2.34e+03, step_size=0.893, tol=3.43e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2508.72it/s, iter=2.34e+03, step_size=0.893, tol=3.43e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2508.43it/s, iter=2.34e+03, step_size=0.893, tol=3.41e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2507.63it/s, iter=2.34e+03, step_size=0.893, tol=3.41e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2507.35it/s, iter=2.34e+03, step_size=0.893, tol=3.4e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2506.56it/s, iter=2.34e+03, step_size=0.893, tol=3.4e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2506.29it/s, iter=2.35e+03, step_size=0.893, tol=3.38e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2505.50it/s, iter=2.35e+03, step_size=0.893, tol=3.38e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2505.23it/s, iter=2.35e+03, step_size=0.893, tol=3.37e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2504.45it/s, iter=2.35e+03, step_size=0.893, tol=3.37e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2504.19it/s, iter=2.35e+03, step_size=0.893, tol=3.36e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2503.41it/s, iter=2.35e+03, step_size=0.893, tol=3.36e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2503.14it/s, iter=2.35e+03, step_size=0.893, tol=3.34e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2502.37it/s, iter=2.35e+03, step_size=0.893, tol=3.34e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2502.02it/s, iter=2.35e+03, step_size=0.893, tol=3.33e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2501.19it/s, iter=2.35e+03, step_size=0.893, tol=3.33e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2500.91it/s, iter=2.35e+03, step_size=0.893, tol=3.31e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2499.59it/s, iter=2.35e+03, step_size=0.893, tol=3.31e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2499.19it/s, iter=2.35e+03, step_size=0.893, tol=3.3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2497.50it/s, iter=2.35e+03, step_size=0.893, tol=3.3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2497.07it/s, iter=2.35e+03, step_size=0.893, tol=3.29e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2495.64it/s, iter=2.35e+03, step_size=0.893, tol=3.29e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2495.20it/s, iter=2.35e+03, step_size=0.893, tol=3.27e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2493.81it/s, iter=2.35e+03, step_size=0.893, tol=3.27e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2493.37it/s, iter=2.36e+03, step_size=0.893, tol=3.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2491.97it/s, iter=2.36e+03, step_size=0.893, tol=3.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2491.54it/s, iter=2.36e+03, step_size=0.893, tol=3.24e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2490.15it/s, iter=2.36e+03, step_size=0.893, tol=3.24e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2489.72it/s, iter=2.36e+03, step_size=0.893, tol=3.23e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2488.32it/s, iter=2.36e+03, step_size=0.893, tol=3.23e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2487.88it/s, iter=2.36e+03, step_size=0.893, tol=3.22e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2486.24it/s, iter=2.36e+03, step_size=0.893, tol=3.22e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2485.78it/s, iter=2.36e+03, step_size=0.893, tol=3.2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2484.38it/s, iter=2.36e+03, step_size=0.893, tol=3.2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2483.80it/s, iter=2.36e+03, step_size=0.893, tol=3.19e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2482.10it/s, iter=2.36e+03, step_size=0.893, tol=3.19e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2481.62it/s, iter=2.36e+03, step_size=0.893, tol=3.18e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2480.20it/s, iter=2.36e+03, step_size=0.893, tol=3.18e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2479.72it/s, iter=2.36e+03, step_size=0.893, tol=3.16e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2478.44it/s, iter=2.36e+03, step_size=0.893, tol=3.16e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2478.13it/s, iter=2.36e+03, step_size=0.893, tol=3.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2477.35it/s, iter=2.36e+03, step_size=0.893, tol=3.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2477.09it/s, iter=2.36e+03, step_size=0.893, tol=3.14e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2476.05it/s, iter=2.36e+03, step_size=0.893, tol=3.14e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2475.78it/s, iter=2.36e+03, step_size=0.893, tol=3.13e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2475.02it/s, iter=2.36e+03, step_size=0.893, tol=3.13e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2474.76it/s, iter=2.37e+03, step_size=0.893, tol=3.11e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2474.00it/s, iter=2.37e+03, step_size=0.893, tol=3.11e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2473.74it/s, iter=2.37e+03, step_size=0.893, tol=3.1e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2472.98it/s, iter=2.37e+03, step_size=0.893, tol=3.1e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2472.72it/s, iter=2.37e+03, step_size=0.893, tol=3.09e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2471.97it/s, iter=2.37e+03, step_size=0.893, tol=3.09e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2471.71it/s, iter=2.37e+03, step_size=0.893, tol=3.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2470.86it/s, iter=2.37e+03, step_size=0.893, tol=3.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2470.59it/s, iter=2.37e+03, step_size=0.893, tol=3.06e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2469.84it/s, iter=2.37e+03, step_size=0.893, tol=3.06e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2469.58it/s, iter=2.37e+03, step_size=0.893, tol=3.05e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2468.82it/s, iter=2.37e+03, step_size=0.893, tol=3.05e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2468.56it/s, iter=2.37e+03, step_size=0.893, tol=3.03e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2467.71it/s, iter=2.37e+03, step_size=0.893, tol=3.03e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2467.45it/s, iter=2.37e+03, step_size=0.893, tol=3.02e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2466.70it/s, iter=2.37e+03, step_size=0.893, tol=3.02e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2466.44it/s, iter=2.37e+03, step_size=0.893, tol=3.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2465.49it/s, iter=2.37e+03, step_size=0.893, tol=3.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2465.23it/s, iter=2.38e+03, step_size=0.893, tol=3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2464.48it/s, iter=2.38e+03, step_size=0.893, tol=3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2464.22it/s, iter=2.38e+03, step_size=0.893, tol=2.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2463.47it/s, iter=2.38e+03, step_size=0.893, tol=2.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2463.21it/s, iter=2.38e+03, step_size=0.893, tol=2.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2462.46it/s, iter=2.38e+03, step_size=0.893, tol=2.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2462.20it/s, iter=2.38e+03, step_size=0.893, tol=2.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2461.46it/s, iter=2.38e+03, step_size=0.893, tol=2.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2461.21it/s, iter=2.38e+03, step_size=0.893, tol=2.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2460.30it/s, iter=2.38e+03, step_size=0.893, tol=2.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2460.04it/s, iter=2.38e+03, step_size=0.893, tol=2.94e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2459.29it/s, iter=2.38e+03, step_size=0.893, tol=2.94e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2459.03it/s, iter=2.38e+03, step_size=0.893, tol=2.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2458.27it/s, iter=2.38e+03, step_size=0.893, tol=2.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2458.01it/s, iter=2.38e+03, step_size=0.893, tol=2.91e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2457.26it/s, iter=2.38e+03, step_size=0.893, tol=2.91e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2456.99it/s, iter=2.38e+03, step_size=0.893, tol=2.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2456.23it/s, iter=2.38e+03, step_size=0.893, tol=2.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2455.98it/s, iter=2.38e+03, step_size=0.893, tol=2.89e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2454.97it/s, iter=2.38e+03, step_size=0.893, tol=2.89e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2454.72it/s, iter=2.38e+03, step_size=0.893, tol=2.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2453.87it/s, iter=2.38e+03, step_size=0.893, tol=2.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2453.60it/s, iter=2.39e+03, step_size=0.893, tol=2.86e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2452.82it/s, iter=2.39e+03, step_size=0.893, tol=2.86e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2452.52it/s, iter=2.39e+03, step_size=0.893, tol=2.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2451.78it/s, iter=2.39e+03, step_size=0.893, tol=2.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2451.53it/s, iter=2.39e+03, step_size=0.893, tol=2.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2450.79it/s, iter=2.39e+03, step_size=0.893, tol=2.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2450.54it/s, iter=2.39e+03, step_size=0.893, tol=2.83e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2449.80it/s, iter=2.39e+03, step_size=0.893, tol=2.83e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2449.55it/s, iter=2.39e+03, step_size=0.893, tol=2.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2448.82it/s, iter=2.39e+03, step_size=0.893, tol=2.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2448.56it/s, iter=2.39e+03, step_size=0.893, tol=2.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2447.82it/s, iter=2.39e+03, step_size=0.893, tol=2.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2447.57it/s, iter=2.39e+03, step_size=0.893, tol=2.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2446.83it/s, iter=2.39e+03, step_size=0.893, tol=2.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2446.58it/s, iter=2.39e+03, step_size=0.893, tol=2.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2445.84it/s, iter=2.39e+03, step_size=0.893, tol=2.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2445.59it/s, iter=2.39e+03, step_size=0.893, tol=2.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2444.63it/s, iter=2.39e+03, step_size=0.893, tol=2.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2444.38it/s, iter=2.4e+03, step_size=0.893, tol=2.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2443.64it/s, iter=2.4e+03, step_size=0.893, tol=2.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2443.39it/s, iter=2.4e+03, step_size=0.893, tol=2.75e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2442.62it/s, iter=2.4e+03, step_size=0.893, tol=2.75e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2442.37it/s, iter=2.4e+03, step_size=0.893, tol=2.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2441.63it/s, iter=2.4e+03, step_size=0.893, tol=2.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2441.38it/s, iter=2.4e+03, step_size=0.893, tol=2.72e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2440.57it/s, iter=2.4e+03, step_size=0.893, tol=2.72e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2440.32it/s, iter=2.4e+03, step_size=0.893, tol=2.71e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2439.50it/s, iter=2.4e+03, step_size=0.893, tol=2.71e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2439.25it/s, iter=2.4e+03, step_size=0.893, tol=2.7e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2438.52it/s, iter=2.4e+03, step_size=0.893, tol=2.7e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2438.27it/s, iter=2.4e+03, step_size=0.893, tol=2.69e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2437.53it/s, iter=2.4e+03, step_size=0.893, tol=2.69e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2437.28it/s, iter=2.4e+03, step_size=0.893, tol=2.68e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2436.55it/s, iter=2.4e+03, step_size=0.893, tol=2.68e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2436.30it/s, iter=2.4e+03, step_size=0.893, tol=2.67e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2435.56it/s, iter=2.4e+03, step_size=0.893, tol=2.67e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2435.32it/s, iter=2.4e+03, step_size=0.893, tol=2.65e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2434.31it/s, iter=2.4e+03, step_size=0.893, tol=2.65e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2434.07it/s, iter=2.40e+03, step_size=0.893, tol=2.64e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2432.86it/s, iter=2.40e+03, step_size=0.893, tol=2.64e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2432.05it/s, iter=2.41e+03, step_size=0.893, tol=2.63e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2430.32it/s, iter=2.41e+03, step_size=0.893, tol=2.63e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2429.76it/s, iter=2.41e+03, step_size=0.893, tol=2.62e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2428.14it/s, iter=2.41e+03, step_size=0.893, tol=2.62e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2427.72it/s, iter=2.41e+03, step_size=0.893, tol=2.61e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2425.93it/s, iter=2.41e+03, step_size=0.893, tol=2.61e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2425.27it/s, iter=2.41e+03, step_size=0.893, tol=2.6e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2424.01it/s, iter=2.41e+03, step_size=0.893, tol=2.6e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2423.56it/s, iter=2.41e+03, step_size=0.893, tol=2.59e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2422.76it/s, iter=2.41e+03, step_size=0.893, tol=2.59e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2422.47it/s, iter=2.41e+03, step_size=0.893, tol=2.58e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2421.70it/s, iter=2.41e+03, step_size=0.893, tol=2.58e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2421.45it/s, iter=2.41e+03, step_size=0.893, tol=2.57e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2420.73it/s, iter=2.41e+03, step_size=0.893, tol=2.57e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2420.48it/s, iter=2.41e+03, step_size=0.893, tol=2.56e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2419.75it/s, iter=2.41e+03, step_size=0.893, tol=2.56e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2419.51it/s, iter=2.41e+03, step_size=0.893, tol=2.55e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2418.79it/s, iter=2.41e+03, step_size=0.893, tol=2.55e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2418.54it/s, iter=2.42e+03, step_size=0.893, tol=2.54e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2417.82it/s, iter=2.42e+03, step_size=0.893, tol=2.54e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2417.57it/s, iter=2.42e+03, step_size=0.893, tol=2.52e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2416.81it/s, iter=2.42e+03, step_size=0.893, tol=2.52e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2416.52it/s, iter=2.42e+03, step_size=0.893, tol=2.51e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2415.80it/s, iter=2.42e+03, step_size=0.893, tol=2.51e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2415.56it/s, iter=2.42e+03, step_size=0.893, tol=2.5e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2414.84it/s, iter=2.42e+03, step_size=0.893, tol=2.5e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2414.35it/s, iter=2.42e+03, step_size=0.893, tol=2.49e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2413.63it/s, iter=2.42e+03, step_size=0.893, tol=2.49e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2413.38it/s, iter=2.42e+03, step_size=0.893, tol=2.48e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2412.66it/s, iter=2.42e+03, step_size=0.893, tol=2.48e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2412.41it/s, iter=2.42e+03, step_size=0.893, tol=2.47e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2411.68it/s, iter=2.42e+03, step_size=0.893, tol=2.47e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2411.44it/s, iter=2.42e+03, step_size=0.893, tol=2.46e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2410.64it/s, iter=2.42e+03, step_size=0.893, tol=2.46e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2410.39it/s, iter=2.42e+03, step_size=0.893, tol=2.45e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2409.68it/s, iter=2.42e+03, step_size=0.893, tol=2.45e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2409.43it/s, iter=2.42e+03, step_size=0.893, tol=2.44e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2408.72it/s, iter=2.42e+03, step_size=0.893, tol=2.44e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2408.47it/s, iter=2.42e+03, step_size=0.893, tol=2.43e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2407.75it/s, iter=2.42e+03, step_size=0.893, tol=2.43e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2407.51it/s, iter=2.43e+03, step_size=0.893, tol=2.42e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2406.79it/s, iter=2.43e+03, step_size=0.893, tol=2.42e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2406.55it/s, iter=2.43e+03, step_size=0.893, tol=2.41e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2405.83it/s, iter=2.43e+03, step_size=0.893, tol=2.41e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2405.59it/s, iter=2.43e+03, step_size=0.893, tol=2.4e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2404.87it/s, iter=2.43e+03, step_size=0.893, tol=2.4e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2404.45it/s, iter=2.43e+03, step_size=0.893, tol=2.39e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2403.67it/s, iter=2.43e+03, step_size=0.893, tol=2.39e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2403.43it/s, iter=2.43e+03, step_size=0.893, tol=2.38e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2402.71it/s, iter=2.43e+03, step_size=0.893, tol=2.38e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2402.47it/s, iter=2.43e+03, step_size=0.893, tol=2.37e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2401.67it/s, iter=2.43e+03, step_size=0.893, tol=2.37e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2401.42it/s, iter=2.43e+03, step_size=0.893, tol=2.36e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2400.71it/s, iter=2.43e+03, step_size=0.893, tol=2.36e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2400.47it/s, iter=2.43e+03, step_size=0.893, tol=2.35e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2399.74it/s, iter=2.43e+03, step_size=0.893, tol=2.35e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2399.49it/s, iter=2.43e+03, step_size=0.893, tol=2.34e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2398.78it/s, iter=2.43e+03, step_size=0.893, tol=2.34e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2398.53it/s, iter=2.44e+03, step_size=0.893, tol=2.33e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2397.78it/s, iter=2.44e+03, step_size=0.893, tol=2.33e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2397.29it/s, iter=2.44e+03, step_size=0.893, tol=2.32e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2395.63it/s, iter=2.44e+03, step_size=0.893, tol=2.32e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2395.01it/s, iter=2.44e+03, step_size=0.893, tol=2.31e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2393.10it/s, iter=2.44e+03, step_size=0.893, tol=2.31e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2392.78it/s, iter=2.44e+03, step_size=0.893, tol=2.3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2391.98it/s, iter=2.44e+03, step_size=0.893, tol=2.3e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2391.74it/s, iter=2.44e+03, step_size=0.893, tol=2.29e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2390.95it/s, iter=2.44e+03, step_size=0.893, tol=2.29e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2390.71it/s, iter=2.44e+03, step_size=0.893, tol=2.28e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2390.01it/s, iter=2.44e+03, step_size=0.893, tol=2.28e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2389.77it/s, iter=2.44e+03, step_size=0.893, tol=2.27e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2389.06it/s, iter=2.44e+03, step_size=0.893, tol=2.27e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2388.82it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2387.98it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2387.72it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2386.09it/s, iter=2.44e+03, step_size=0.893, tol=2.26e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2385.50it/s, iter=2.44e+03, step_size=0.893, tol=2.25e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2383.72it/s, iter=2.44e+03, step_size=0.893, tol=2.25e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2383.28it/s, iter=2.44e+03, step_size=0.893, tol=2.24e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2381.90it/s, iter=2.44e+03, step_size=0.893, tol=2.24e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2381.47it/s, iter=2.45e+03, step_size=0.893, tol=2.23e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2380.26it/s, iter=2.45e+03, step_size=0.893, tol=2.23e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2380.00it/s, iter=2.45e+03, step_size=0.893, tol=2.22e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2379.29it/s, iter=2.45e+03, step_size=0.893, tol=2.22e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2379.05it/s, iter=2.45e+03, step_size=0.893, tol=2.21e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2378.35it/s, iter=2.45e+03, step_size=0.893, tol=2.21e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2378.10it/s, iter=2.45e+03, step_size=0.893, tol=2.2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2377.40it/s, iter=2.45e+03, step_size=0.893, tol=2.2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2377.16it/s, iter=2.45e+03, step_size=0.893, tol=2.19e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2376.47it/s, iter=2.45e+03, step_size=0.893, tol=2.19e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2376.23it/s, iter=2.45e+03, step_size=0.893, tol=2.18e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2375.53it/s, iter=2.45e+03, step_size=0.893, tol=2.18e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2375.29it/s, iter=2.45e+03, step_size=0.893, tol=2.17e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2374.42it/s, iter=2.45e+03, step_size=0.893, tol=2.17e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2374.18it/s, iter=2.45e+03, step_size=0.893, tol=2.16e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2373.48it/s, iter=2.45e+03, step_size=0.893, tol=2.16e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2373.25it/s, iter=2.45e+03, step_size=0.893, tol=2.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2372.55it/s, iter=2.45e+03, step_size=0.893, tol=2.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2372.31it/s, iter=2.46e+03, step_size=0.893, tol=2.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2371.61it/s, iter=2.46e+03, step_size=0.893, tol=2.15e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2371.38it/s, iter=2.46e+03, step_size=0.893, tol=2.14e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2370.68it/s, iter=2.46e+03, step_size=0.893, tol=2.14e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2370.45it/s, iter=2.46e+03, step_size=0.893, tol=2.13e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2369.75it/s, iter=2.46e+03, step_size=0.893, tol=2.13e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2369.52it/s, iter=2.46e+03, step_size=0.893, tol=2.12e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2368.55it/s, iter=2.46e+03, step_size=0.893, tol=2.12e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2368.10it/s, iter=2.46e+03, step_size=0.893, tol=2.11e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2366.35it/s, iter=2.46e+03, step_size=0.893, tol=2.11e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2366.10it/s, iter=2.46e+03, step_size=0.893, tol=2.1e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2365.40it/s, iter=2.46e+03, step_size=0.893, tol=2.1e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2364.92it/s, iter=2.46e+03, step_size=0.893, tol=2.09e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2364.23it/s, iter=2.46e+03, step_size=0.893, tol=2.09e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2363.95it/s, iter=2.46e+03, step_size=0.893, tol=2.08e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2363.23it/s, iter=2.46e+03, step_size=0.893, tol=2.08e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2362.99it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2362.30it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2362.06it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2361.37it/s, iter=2.46e+03, step_size=0.893, tol=2.07e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2361.14it/s, iter=2.46e+03, step_size=0.893, tol=2.06e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2360.35it/s, iter=2.46e+03, step_size=0.893, tol=2.06e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2360.11it/s, iter=2.47e+03, step_size=0.893, tol=2.05e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2359.41it/s, iter=2.47e+03, step_size=0.893, tol=2.05e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2359.17it/s, iter=2.47e+03, step_size=0.893, tol=2.04e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2358.47it/s, iter=2.47e+03, step_size=0.893, tol=2.04e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2358.24it/s, iter=2.47e+03, step_size=0.893, tol=2.03e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2357.54it/s, iter=2.47e+03, step_size=0.893, tol=2.03e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2357.30it/s, iter=2.47e+03, step_size=0.893, tol=2.02e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2356.04it/s, iter=2.47e+03, step_size=0.893, tol=2.02e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2355.43it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2354.00it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2353.32it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2352.05it/s, iter=2.47e+03, step_size=0.893, tol=2.01e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2351.72it/s, iter=2.47e+03, step_size=0.893, tol=2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2350.95it/s, iter=2.47e+03, step_size=0.893, tol=2e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2350.71it/s, iter=2.47e+03, step_size=0.893, tol=1.99e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2350.01it/s, iter=2.47e+03, step_size=0.893, tol=1.99e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2349.77it/s, iter=2.47e+03, step_size=0.893, tol=1.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2349.08it/s, iter=2.47e+03, step_size=0.893, tol=1.98e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2348.84it/s, iter=2.48e+03, step_size=0.893, tol=1.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2348.15it/s, iter=2.48e+03, step_size=0.893, tol=1.97e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2347.92it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2347.23it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2346.99it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2346.30it/s, iter=2.48e+03, step_size=0.893, tol=1.96e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2346.06it/s, iter=2.48e+03, step_size=0.893, tol=1.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2345.17it/s, iter=2.48e+03, step_size=0.893, tol=1.95e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2344.93it/s, iter=2.48e+03, step_size=0.893, tol=1.94e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2344.22it/s, iter=2.48e+03, step_size=0.893, tol=1.94e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2343.99it/s, iter=2.48e+03, step_size=0.893, tol=1.93e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2343.29it/s, iter=2.48e+03, step_size=0.893, tol=1.93e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2343.06it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2342.36it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2342.12it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2341.42it/s, iter=2.48e+03, step_size=0.893, tol=1.92e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2341.18it/s, iter=2.48e+03, step_size=0.893, tol=1.91e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2340.49it/s, iter=2.48e+03, step_size=0.893, tol=1.91e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2340.24it/s, iter=2.48e+03, step_size=0.893, tol=1.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2339.55it/s, iter=2.48e+03, step_size=0.893, tol=1.9e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2339.31it/s, iter=2.48e+03, step_size=0.893, tol=1.89e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2338.62it/s, iter=2.48e+03, step_size=0.893, tol=1.89e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2338.38it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2337.70it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2337.46it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2336.78it/s, iter=2.49e+03, step_size=0.893, tol=1.88e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2336.53it/s, iter=2.49e+03, step_size=0.893, tol=1.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2335.72it/s, iter=2.49e+03, step_size=0.893, tol=1.87e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2335.48it/s, iter=2.49e+03, step_size=0.893, tol=1.86e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2334.66it/s, iter=2.49e+03, step_size=0.893, tol=1.86e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2334.27it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2332.93it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2332.45it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2331.03it/s, iter=2.49e+03, step_size=0.893, tol=1.85e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2330.61it/s, iter=2.49e+03, step_size=0.893, tol=1.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2329.31it/s, iter=2.49e+03, step_size=0.893, tol=1.84e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2329.01it/s, iter=2.49e+03, step_size=0.893, tol=1.83e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2328.27it/s, iter=2.49e+03, step_size=0.893, tol=1.83e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2328.03it/s, iter=2.49e+03, step_size=0.893, tol=1.82e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2326.59it/s, iter=2.49e+03, step_size=0.893, tol=1.82e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2326.26it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2325.56it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2325.32it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2324.64it/s, iter=2.5e+03, step_size=0.893, tol=1.81e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2324.40it/s, iter=2.5e+03, step_size=0.893, tol=1.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2323.70it/s, iter=2.5e+03, step_size=0.893, tol=1.8e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2323.47it/s, iter=2.5e+03, step_size=0.893, tol=1.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2322.74it/s, iter=2.5e+03, step_size=0.893, tol=1.79e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2322.45it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2320.75it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2320.32it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2319.33it/s, iter=2.5e+03, step_size=0.893, tol=1.78e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2319.04it/s, iter=2.5e+03, step_size=0.893, tol=1.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2318.17it/s, iter=2.5e+03, step_size=0.893, tol=1.77e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2317.89it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2316.45it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2315.97it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2314.35it/s, iter=2.5e+03, step_size=0.893, tol=1.76e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2313.83it/s, iter=2.5e+03, step_size=0.893, tol=1.75e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2312.91it/s, iter=2.5e+03, step_size=0.893, tol=1.75e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2312.64it/s, iter=2.50e+03, step_size=0.893, tol=1.74e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2311.79it/s, iter=2.50e+03, step_size=0.893, tol=1.74e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2311.38it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2309.96it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2309.65it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2308.94it/s, iter=2.51e+03, step_size=0.893, tol=1.73e-07]
PGD: 46%|####6 | 2308/5000 [00:00<00:01, 2308.70it/s, iter=2.51e+03, step_size=0.893, tol=1.72e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2307.78it/s, iter=2.51e+03, step_size=0.893, tol=1.72e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2307.53it/s, iter=2.51e+03, step_size=0.893, tol=1.71e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2306.80it/s, iter=2.51e+03, step_size=0.893, tol=1.71e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2306.56it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2305.83it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2305.60it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2304.93it/s, iter=2.51e+03, step_size=0.893, tol=1.7e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2304.70it/s, iter=2.51e+03, step_size=0.893, tol=1.69e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2304.03it/s, iter=2.51e+03, step_size=0.893, tol=1.69e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2303.81it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2303.14it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2302.91it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2302.24it/s, iter=2.51e+03, step_size=0.893, tol=1.68e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2302.02it/s, iter=2.52e+03, step_size=0.893, tol=1.67e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2301.35it/s, iter=2.52e+03, step_size=0.893, tol=1.67e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2301.12it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2300.46it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2300.23it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2299.51it/s, iter=2.52e+03, step_size=0.893, tol=1.66e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2299.13it/s, iter=2.52e+03, step_size=0.893, tol=1.65e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2298.43it/s, iter=2.52e+03, step_size=0.893, tol=1.65e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2298.17it/s, iter=2.52e+03, step_size=0.893, tol=1.64e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2297.50it/s, iter=2.52e+03, step_size=0.893, tol=1.64e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2297.28it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2296.51it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2296.27it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2295.36it/s, iter=2.52e+03, step_size=0.893, tol=1.63e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2295.01it/s, iter=2.52e+03, step_size=0.893, tol=1.62e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2294.21it/s, iter=2.52e+03, step_size=0.893, tol=1.62e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2293.99it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2293.32it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2293.10it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2292.44it/s, iter=2.52e+03, step_size=0.893, tol=1.61e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2292.21it/s, iter=2.52e+03, step_size=0.893, tol=1.6e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2291.54it/s, iter=2.52e+03, step_size=0.893, tol=1.6e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2291.32it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2290.65it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2290.43it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2289.54it/s, iter=2.53e+03, step_size=0.893, tol=1.59e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2289.32it/s, iter=2.53e+03, step_size=0.893, tol=1.58e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2288.66it/s, iter=2.53e+03, step_size=0.893, tol=1.58e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2288.43it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2287.76it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2287.53it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2286.87it/s, iter=2.53e+03, step_size=0.893, tol=1.57e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2286.64it/s, iter=2.53e+03, step_size=0.893, tol=1.56e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2285.98it/s, iter=2.53e+03, step_size=0.893, tol=1.56e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2285.75it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2285.09it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2284.86it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2284.20it/s, iter=2.53e+03, step_size=0.893, tol=1.55e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2283.98it/s, iter=2.53e+03, step_size=0.893, tol=1.54e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2283.31it/s, iter=2.53e+03, step_size=0.893, tol=1.54e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2283.08it/s, iter=2.54e+03, step_size=0.893, tol=1.54e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2282.26it/s, iter=2.54e+03, step_size=0.893, tol=1.54e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2282.02it/s, iter=2.54e+03, step_size=0.893, tol=1.53e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2280.82it/s, iter=2.54e+03, step_size=0.893, tol=1.53e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2280.40it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2278.75it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2277.85it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2275.54it/s, iter=2.54e+03, step_size=0.893, tol=1.52e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2275.04it/s, iter=2.54e+03, step_size=0.893, tol=1.51e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2273.07it/s, iter=2.54e+03, step_size=0.893, tol=1.51e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2272.63it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2271.54it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2271.31it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2270.59it/s, iter=2.54e+03, step_size=0.893, tol=1.5e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2270.29it/s, iter=2.54e+03, step_size=0.893, tol=1.49e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2269.54it/s, iter=2.54e+03, step_size=0.893, tol=1.49e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2269.32it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2268.67it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2268.45it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2267.80it/s, iter=2.54e+03, step_size=0.893, tol=1.48e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2267.57it/s, iter=2.54e+03, step_size=0.893, tol=1.47e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2266.93it/s, iter=2.54e+03, step_size=0.893, tol=1.47e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2266.71it/s, iter=2.55e+03, step_size=0.893, tol=1.47e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2266.06it/s, iter=2.55e+03, step_size=0.893, tol=1.47e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2265.82it/s, iter=2.55e+03, step_size=0.893, tol=1.46e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2265.17it/s, iter=2.55e+03, step_size=0.893, tol=1.46e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2264.95it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2264.31it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2264.09it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2263.44it/s, iter=2.55e+03, step_size=0.893, tol=1.45e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2263.21it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2262.36it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 46%|####6 | 2308/5000 [00:01<00:01, 2262.14it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2501.12it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2500.41it/s, iter=2.55e+03, step_size=0.893, tol=1.44e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2500.17it/s, iter=2.55e+03, step_size=0.893, tol=1.43e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2499.47it/s, iter=2.55e+03, step_size=0.893, tol=1.43e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2499.22it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2498.52it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2498.27it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2497.57it/s, iter=2.55e+03, step_size=0.893, tol=1.42e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2497.32it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2496.62it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2496.36it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2494.59it/s, iter=2.56e+03, step_size=0.893, tol=1.41e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2493.88it/s, iter=2.56e+03, step_size=0.893, tol=1.4e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2493.05it/s, iter=2.56e+03, step_size=0.893, tol=1.4e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2492.78it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2491.82it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2491.54it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2490.76it/s, iter=2.56e+03, step_size=0.893, tol=1.39e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2490.49it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2489.71it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2489.44it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2488.66it/s, iter=2.56e+03, step_size=0.893, tol=1.38e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2488.40it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2487.61it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2487.34it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2486.56it/s, iter=2.56e+03, step_size=0.893, tol=1.37e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2486.30it/s, iter=2.56e+03, step_size=0.893, tol=1.36e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2485.52it/s, iter=2.56e+03, step_size=0.893, tol=1.36e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2485.26it/s, iter=2.56e+03, step_size=0.893, tol=1.35e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2484.43it/s, iter=2.56e+03, step_size=0.893, tol=1.35e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2484.15it/s, iter=2.57e+03, step_size=0.893, tol=1.35e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2482.70it/s, iter=2.57e+03, step_size=0.893, tol=1.35e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2482.24it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2480.92it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2480.50it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2478.90it/s, iter=2.57e+03, step_size=0.893, tol=1.34e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2477.66it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2474.79it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2473.89it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2471.70it/s, iter=2.57e+03, step_size=0.893, tol=1.33e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2471.26it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2470.28it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2469.82it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2468.56it/s, iter=2.57e+03, step_size=0.893, tol=1.32e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2468.26it/s, iter=2.57e+03, step_size=0.893, tol=1.31e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2467.38it/s, iter=2.57e+03, step_size=0.893, tol=1.31e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2467.02it/s, iter=2.57e+03, step_size=0.893, tol=1.3e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2465.88it/s, iter=2.57e+03, step_size=0.893, tol=1.3e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2465.47it/s, iter=2.58e+03, step_size=0.893, tol=1.3e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2463.60it/s, iter=2.58e+03, step_size=0.893, tol=1.3e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2463.11it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2461.67it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2461.21it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2459.80it/s, iter=2.58e+03, step_size=0.893, tol=1.29e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2459.32it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2457.99it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2457.56it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2456.22it/s, iter=2.58e+03, step_size=0.893, tol=1.28e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2455.79it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2454.46it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2453.85it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2452.51it/s, iter=2.58e+03, step_size=0.893, tol=1.27e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2452.08it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2450.76it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2450.32it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2449.00it/s, iter=2.58e+03, step_size=0.893, tol=1.26e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:00, 2448.56it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2447.24it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2446.83it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2445.58it/s, iter=2.58e+03, step_size=0.893, tol=1.25e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2445.18it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2444.16it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2443.92it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2443.12it/s, iter=2.59e+03, step_size=0.893, tol=1.24e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2442.88it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2442.18it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2441.94it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2441.24it/s, iter=2.59e+03, step_size=0.893, tol=1.23e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2440.99it/s, iter=2.59e+03, step_size=0.893, tol=1.22e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2440.29it/s, iter=2.59e+03, step_size=0.893, tol=1.22e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2439.99it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2438.48it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2437.94it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2436.51it/s, iter=2.59e+03, step_size=0.893, tol=1.21e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2436.11it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2435.18it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2434.93it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2434.00it/s, iter=2.59e+03, step_size=0.893, tol=1.2e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2433.55it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2432.46it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2432.19it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2431.49it/s, iter=2.6e+03, step_size=0.893, tol=1.19e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2431.26it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2430.50it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2430.23it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2429.49it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2429.18it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2428.48it/s, iter=2.6e+03, step_size=0.893, tol=1.18e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2428.26it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2427.45it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2427.19it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2425.83it/s, iter=2.6e+03, step_size=0.893, tol=1.17e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2425.58it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2424.88it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2424.63it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2423.93it/s, iter=2.6e+03, step_size=0.893, tol=1.16e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2423.70it/s, iter=2.6e+03, step_size=0.893, tol=1.15e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2423.00it/s, iter=2.6e+03, step_size=0.893, tol=1.15e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2422.75it/s, iter=2.60e+03, step_size=0.893, tol=1.15e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2422.05it/s, iter=2.60e+03, step_size=0.893, tol=1.15e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2421.81it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2421.12it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2420.88it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2420.18it/s, iter=2.61e+03, step_size=0.893, tol=1.14e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2419.94it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2419.23it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2418.98it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2418.28it/s, iter=2.61e+03, step_size=0.893, tol=1.13e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2418.03it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2417.33it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2416.98it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2416.20it/s, iter=2.61e+03, step_size=0.893, tol=1.12e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2415.96it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2415.26it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2415.02it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2414.31it/s, iter=2.61e+03, step_size=0.893, tol=1.11e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2414.07it/s, iter=2.61e+03, step_size=0.893, tol=1.1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2413.38it/s, iter=2.61e+03, step_size=0.893, tol=1.1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2413.14it/s, iter=2.62e+03, step_size=0.893, tol=1.1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2412.44it/s, iter=2.62e+03, step_size=0.893, tol=1.1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2412.21it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2411.51it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2411.28it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2410.58it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2410.34it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2409.65it/s, iter=2.62e+03, step_size=0.893, tol=1.09e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2409.41it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2408.72it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2408.48it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2407.58it/s, iter=2.62e+03, step_size=0.893, tol=1.08e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2407.34it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2406.64it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2406.40it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2405.61it/s, iter=2.62e+03, step_size=0.893, tol=1.07e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2405.37it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2404.59it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2404.35it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2403.57it/s, iter=2.62e+03, step_size=0.893, tol=1.06e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2403.34it/s, iter=2.62e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2402.64it/s, iter=2.62e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2402.41it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2400.78it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2400.25it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2398.87it/s, iter=2.63e+03, step_size=0.893, tol=1.05e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2398.35it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2397.14it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2396.82it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2395.86it/s, iter=2.63e+03, step_size=0.893, tol=1.04e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2395.54it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2394.60it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2394.28it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2393.34it/s, iter=2.63e+03, step_size=0.893, tol=1.03e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2393.02it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2392.08it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2391.77it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2390.84it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2390.49it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2389.50it/s, iter=2.63e+03, step_size=0.893, tol=1.02e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2389.22it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2388.41it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2388.13it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2387.32it/s, iter=2.64e+03, step_size=0.893, tol=1.01e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2387.05it/s, iter=2.64e+03, step_size=0.893, tol=1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2386.24it/s, iter=2.64e+03, step_size=0.893, tol=1e-07]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2385.97it/s, iter=2.64e+03, step_size=0.893, tol=9.98e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2385.16it/s, iter=2.64e+03, step_size=0.893, tol=9.98e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2384.88it/s, iter=2.64e+03, step_size=0.893, tol=9.94e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2384.07it/s, iter=2.64e+03, step_size=0.893, tol=9.94e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2383.80it/s, iter=2.64e+03, step_size=0.893, tol=9.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2382.99it/s, iter=2.64e+03, step_size=0.893, tol=9.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2382.72it/s, iter=2.64e+03, step_size=0.893, tol=9.86e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2381.90it/s, iter=2.64e+03, step_size=0.893, tol=9.86e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2381.63it/s, iter=2.64e+03, step_size=0.893, tol=9.82e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2380.68it/s, iter=2.64e+03, step_size=0.893, tol=9.82e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2380.41it/s, iter=2.64e+03, step_size=0.893, tol=9.78e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2379.60it/s, iter=2.64e+03, step_size=0.893, tol=9.78e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2379.30it/s, iter=2.64e+03, step_size=0.893, tol=9.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2378.58it/s, iter=2.64e+03, step_size=0.893, tol=9.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2378.33it/s, iter=2.64e+03, step_size=0.893, tol=9.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2377.54it/s, iter=2.64e+03, step_size=0.893, tol=9.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2377.29it/s, iter=2.65e+03, step_size=0.893, tol=9.65e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2376.56it/s, iter=2.65e+03, step_size=0.893, tol=9.65e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2376.31it/s, iter=2.65e+03, step_size=0.893, tol=9.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2375.58it/s, iter=2.65e+03, step_size=0.893, tol=9.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2375.33it/s, iter=2.65e+03, step_size=0.893, tol=9.57e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2374.61it/s, iter=2.65e+03, step_size=0.893, tol=9.57e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2374.36it/s, iter=2.65e+03, step_size=0.893, tol=9.53e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2373.64it/s, iter=2.65e+03, step_size=0.893, tol=9.53e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2373.39it/s, iter=2.65e+03, step_size=0.893, tol=9.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2372.67it/s, iter=2.65e+03, step_size=0.893, tol=9.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2372.43it/s, iter=2.65e+03, step_size=0.893, tol=9.46e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2371.60it/s, iter=2.65e+03, step_size=0.893, tol=9.46e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2371.36it/s, iter=2.65e+03, step_size=0.893, tol=9.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2370.64it/s, iter=2.65e+03, step_size=0.893, tol=9.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2370.39it/s, iter=2.65e+03, step_size=0.893, tol=9.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2369.68it/s, iter=2.65e+03, step_size=0.893, tol=9.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2369.43it/s, iter=2.65e+03, step_size=0.893, tol=9.34e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2368.71it/s, iter=2.65e+03, step_size=0.893, tol=9.34e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2368.46it/s, iter=2.66e+03, step_size=0.893, tol=9.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2367.77it/s, iter=2.66e+03, step_size=0.893, tol=9.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2367.54it/s, iter=2.66e+03, step_size=0.893, tol=9.26e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2366.88it/s, iter=2.66e+03, step_size=0.893, tol=9.26e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2366.66it/s, iter=2.66e+03, step_size=0.893, tol=9.22e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2365.99it/s, iter=2.66e+03, step_size=0.893, tol=9.22e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2365.77it/s, iter=2.66e+03, step_size=0.893, tol=9.18e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2365.11it/s, iter=2.66e+03, step_size=0.893, tol=9.18e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2364.88it/s, iter=2.66e+03, step_size=0.893, tol=9.14e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2363.55it/s, iter=2.66e+03, step_size=0.893, tol=9.14e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2362.97it/s, iter=2.66e+03, step_size=0.893, tol=9.11e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2361.45it/s, iter=2.66e+03, step_size=0.893, tol=9.11e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2361.00it/s, iter=2.66e+03, step_size=0.893, tol=9.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2359.88it/s, iter=2.66e+03, step_size=0.893, tol=9.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2359.61it/s, iter=2.66e+03, step_size=0.893, tol=9.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2358.70it/s, iter=2.66e+03, step_size=0.893, tol=9.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2358.47it/s, iter=2.66e+03, step_size=0.893, tol=8.99e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2357.82it/s, iter=2.66e+03, step_size=0.893, tol=8.99e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2357.59it/s, iter=2.66e+03, step_size=0.893, tol=8.96e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2356.93it/s, iter=2.66e+03, step_size=0.893, tol=8.96e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2356.63it/s, iter=2.66e+03, step_size=0.893, tol=8.92e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2355.68it/s, iter=2.66e+03, step_size=0.893, tol=8.92e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2355.26it/s, iter=2.67e+03, step_size=0.893, tol=8.88e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2354.24it/s, iter=2.67e+03, step_size=0.893, tol=8.88e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2353.97it/s, iter=2.67e+03, step_size=0.893, tol=8.84e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2353.18it/s, iter=2.67e+03, step_size=0.893, tol=8.84e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2352.89it/s, iter=2.67e+03, step_size=0.893, tol=8.81e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2352.06it/s, iter=2.67e+03, step_size=0.893, tol=8.81e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2351.80it/s, iter=2.67e+03, step_size=0.893, tol=8.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2351.04it/s, iter=2.67e+03, step_size=0.893, tol=8.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2350.78it/s, iter=2.67e+03, step_size=0.893, tol=8.73e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2350.03it/s, iter=2.67e+03, step_size=0.893, tol=8.73e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2349.77it/s, iter=2.67e+03, step_size=0.893, tol=8.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2349.03it/s, iter=2.67e+03, step_size=0.893, tol=8.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2348.77it/s, iter=2.67e+03, step_size=0.893, tol=8.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2348.01it/s, iter=2.67e+03, step_size=0.893, tol=8.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2347.76it/s, iter=2.67e+03, step_size=0.893, tol=8.62e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2347.01it/s, iter=2.67e+03, step_size=0.893, tol=8.62e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2346.75it/s, iter=2.67e+03, step_size=0.893, tol=8.59e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2345.89it/s, iter=2.67e+03, step_size=0.893, tol=8.59e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2345.59it/s, iter=2.68e+03, step_size=0.893, tol=8.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2344.92it/s, iter=2.68e+03, step_size=0.893, tol=8.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2344.69it/s, iter=2.68e+03, step_size=0.893, tol=8.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2344.03it/s, iter=2.68e+03, step_size=0.893, tol=8.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2343.80it/s, iter=2.68e+03, step_size=0.893, tol=8.48e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2343.14it/s, iter=2.68e+03, step_size=0.893, tol=8.48e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2342.91it/s, iter=2.68e+03, step_size=0.893, tol=8.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2342.25it/s, iter=2.68e+03, step_size=0.893, tol=8.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2342.02it/s, iter=2.68e+03, step_size=0.893, tol=8.41e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2341.34it/s, iter=2.68e+03, step_size=0.893, tol=8.41e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2341.12it/s, iter=2.68e+03, step_size=0.893, tol=8.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2340.46it/s, iter=2.68e+03, step_size=0.893, tol=8.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2340.23it/s, iter=2.68e+03, step_size=0.893, tol=8.34e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2339.56it/s, iter=2.68e+03, step_size=0.893, tol=8.34e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2339.33it/s, iter=2.68e+03, step_size=0.893, tol=8.31e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2338.67it/s, iter=2.68e+03, step_size=0.893, tol=8.31e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2338.44it/s, iter=2.68e+03, step_size=0.893, tol=8.27e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2337.78it/s, iter=2.68e+03, step_size=0.893, tol=8.27e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2337.55it/s, iter=2.68e+03, step_size=0.893, tol=8.24e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2336.79it/s, iter=2.68e+03, step_size=0.893, tol=8.24e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2336.56it/s, iter=2.68e+03, step_size=0.893, tol=8.2e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2335.90it/s, iter=2.68e+03, step_size=0.893, tol=8.2e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2335.65it/s, iter=2.69e+03, step_size=0.893, tol=8.17e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2335.00it/s, iter=2.69e+03, step_size=0.893, tol=8.17e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2334.77it/s, iter=2.69e+03, step_size=0.893, tol=8.13e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2334.12it/s, iter=2.69e+03, step_size=0.893, tol=8.13e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2333.90it/s, iter=2.69e+03, step_size=0.893, tol=8.1e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2333.25it/s, iter=2.69e+03, step_size=0.893, tol=8.1e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2333.02it/s, iter=2.69e+03, step_size=0.893, tol=8.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2332.37it/s, iter=2.69e+03, step_size=0.893, tol=8.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2332.15it/s, iter=2.69e+03, step_size=0.893, tol=8.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2331.50it/s, iter=2.69e+03, step_size=0.893, tol=8.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2331.28it/s, iter=2.69e+03, step_size=0.893, tol=8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2330.63it/s, iter=2.69e+03, step_size=0.893, tol=8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2330.41it/s, iter=2.69e+03, step_size=0.893, tol=7.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2329.76it/s, iter=2.69e+03, step_size=0.893, tol=7.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2329.54it/s, iter=2.69e+03, step_size=0.893, tol=7.93e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2328.81it/s, iter=2.69e+03, step_size=0.893, tol=7.93e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2328.40it/s, iter=2.69e+03, step_size=0.893, tol=7.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2327.08it/s, iter=2.69e+03, step_size=0.893, tol=7.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2326.68it/s, iter=2.7e+03, step_size=0.893, tol=7.87e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2325.19it/s, iter=2.7e+03, step_size=0.893, tol=7.87e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2324.91it/s, iter=2.7e+03, step_size=0.893, tol=7.83e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2323.99it/s, iter=2.7e+03, step_size=0.893, tol=7.83e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2323.62it/s, iter=2.7e+03, step_size=0.893, tol=7.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2322.74it/s, iter=2.7e+03, step_size=0.893, tol=7.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2322.51it/s, iter=2.7e+03, step_size=0.893, tol=7.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2321.66it/s, iter=2.7e+03, step_size=0.893, tol=7.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2321.40it/s, iter=2.7e+03, step_size=0.893, tol=7.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2320.66it/s, iter=2.7e+03, step_size=0.893, tol=7.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2320.26it/s, iter=2.7e+03, step_size=0.893, tol=7.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2319.18it/s, iter=2.7e+03, step_size=0.893, tol=7.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2318.94it/s, iter=2.7e+03, step_size=0.893, tol=7.67e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2318.26it/s, iter=2.7e+03, step_size=0.893, tol=7.67e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2318.03it/s, iter=2.7e+03, step_size=0.893, tol=7.64e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2317.36it/s, iter=2.7e+03, step_size=0.893, tol=7.64e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2317.13it/s, iter=2.7e+03, step_size=0.893, tol=7.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2316.41it/s, iter=2.7e+03, step_size=0.893, tol=7.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2316.15it/s, iter=2.7e+03, step_size=0.893, tol=7.58e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2315.47it/s, iter=2.7e+03, step_size=0.893, tol=7.58e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2315.24it/s, iter=2.70e+03, step_size=0.893, tol=7.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2314.55it/s, iter=2.70e+03, step_size=0.893, tol=7.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2314.33it/s, iter=2.71e+03, step_size=0.893, tol=7.51e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2313.72it/s, iter=2.71e+03, step_size=0.893, tol=7.51e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2313.50it/s, iter=2.71e+03, step_size=0.893, tol=7.48e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2312.88it/s, iter=2.71e+03, step_size=0.893, tol=7.48e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2312.67it/s, iter=2.71e+03, step_size=0.893, tol=7.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2312.06it/s, iter=2.71e+03, step_size=0.893, tol=7.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2311.66it/s, iter=2.71e+03, step_size=0.893, tol=7.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2311.03it/s, iter=2.71e+03, step_size=0.893, tol=7.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2310.82it/s, iter=2.71e+03, step_size=0.893, tol=7.39e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2310.20it/s, iter=2.71e+03, step_size=0.893, tol=7.39e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2309.99it/s, iter=2.71e+03, step_size=0.893, tol=7.36e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2309.37it/s, iter=2.71e+03, step_size=0.893, tol=7.36e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2309.15it/s, iter=2.71e+03, step_size=0.893, tol=7.33e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2308.53it/s, iter=2.71e+03, step_size=0.893, tol=7.33e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2308.32it/s, iter=2.71e+03, step_size=0.893, tol=7.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2307.70it/s, iter=2.71e+03, step_size=0.893, tol=7.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2307.48it/s, iter=2.71e+03, step_size=0.893, tol=7.27e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2306.83it/s, iter=2.71e+03, step_size=0.893, tol=7.27e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2306.62it/s, iter=2.72e+03, step_size=0.893, tol=7.24e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2306.00it/s, iter=2.72e+03, step_size=0.893, tol=7.24e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2305.79it/s, iter=2.72e+03, step_size=0.893, tol=7.21e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2305.17it/s, iter=2.72e+03, step_size=0.893, tol=7.21e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2304.96it/s, iter=2.72e+03, step_size=0.893, tol=7.18e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2304.35it/s, iter=2.72e+03, step_size=0.893, tol=7.18e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2304.11it/s, iter=2.72e+03, step_size=0.893, tol=7.15e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2303.34it/s, iter=2.72e+03, step_size=0.893, tol=7.15e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2303.12it/s, iter=2.72e+03, step_size=0.893, tol=7.12e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2302.41it/s, iter=2.72e+03, step_size=0.893, tol=7.12e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2302.19it/s, iter=2.72e+03, step_size=0.893, tol=7.09e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2301.57it/s, iter=2.72e+03, step_size=0.893, tol=7.09e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2301.35it/s, iter=2.72e+03, step_size=0.893, tol=7.06e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2300.72it/s, iter=2.72e+03, step_size=0.893, tol=7.06e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2300.51it/s, iter=2.72e+03, step_size=0.893, tol=7.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2299.88it/s, iter=2.72e+03, step_size=0.893, tol=7.03e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2299.66it/s, iter=2.72e+03, step_size=0.893, tol=7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2299.03it/s, iter=2.72e+03, step_size=0.893, tol=7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2298.81it/s, iter=2.72e+03, step_size=0.893, tol=6.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2298.17it/s, iter=2.72e+03, step_size=0.893, tol=6.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2297.95it/s, iter=2.72e+03, step_size=0.893, tol=6.94e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2297.32it/s, iter=2.72e+03, step_size=0.893, tol=6.94e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2297.11it/s, iter=2.73e+03, step_size=0.893, tol=6.91e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2296.47it/s, iter=2.73e+03, step_size=0.893, tol=6.91e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2296.26it/s, iter=2.73e+03, step_size=0.893, tol=6.88e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2295.62it/s, iter=2.73e+03, step_size=0.893, tol=6.88e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2295.40it/s, iter=2.73e+03, step_size=0.893, tol=6.85e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2294.65it/s, iter=2.73e+03, step_size=0.893, tol=6.85e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2294.43it/s, iter=2.73e+03, step_size=0.893, tol=6.83e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2293.65it/s, iter=2.73e+03, step_size=0.893, tol=6.83e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2293.19it/s, iter=2.73e+03, step_size=0.893, tol=6.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2291.75it/s, iter=2.73e+03, step_size=0.893, tol=6.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2291.18it/s, iter=2.73e+03, step_size=0.893, tol=6.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2290.14it/s, iter=2.73e+03, step_size=0.893, tol=6.77e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2289.91it/s, iter=2.73e+03, step_size=0.893, tol=6.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2288.96it/s, iter=2.73e+03, step_size=0.893, tol=6.74e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2288.57it/s, iter=2.73e+03, step_size=0.893, tol=6.71e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2287.91it/s, iter=2.73e+03, step_size=0.893, tol=6.71e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2287.69it/s, iter=2.73e+03, step_size=0.893, tol=6.68e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2286.86it/s, iter=2.73e+03, step_size=0.893, tol=6.68e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2286.57it/s, iter=2.74e+03, step_size=0.893, tol=6.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2285.86it/s, iter=2.74e+03, step_size=0.893, tol=6.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2285.47it/s, iter=2.74e+03, step_size=0.893, tol=6.63e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2284.53it/s, iter=2.74e+03, step_size=0.893, tol=6.63e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2284.31it/s, iter=2.74e+03, step_size=0.893, tol=6.6e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2283.65it/s, iter=2.74e+03, step_size=0.893, tol=6.6e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2283.41it/s, iter=2.74e+03, step_size=0.893, tol=6.57e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2282.80it/s, iter=2.74e+03, step_size=0.893, tol=6.57e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2282.60it/s, iter=2.74e+03, step_size=0.893, tol=6.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2282.00it/s, iter=2.74e+03, step_size=0.893, tol=6.55e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2281.79it/s, iter=2.74e+03, step_size=0.893, tol=6.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2281.19it/s, iter=2.74e+03, step_size=0.893, tol=6.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2280.99it/s, iter=2.74e+03, step_size=0.893, tol=6.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2280.38it/s, iter=2.74e+03, step_size=0.893, tol=6.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2280.18it/s, iter=2.74e+03, step_size=0.893, tol=6.46e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2279.58it/s, iter=2.74e+03, step_size=0.893, tol=6.46e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2279.37it/s, iter=2.74e+03, step_size=0.893, tol=6.44e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2278.51it/s, iter=2.74e+03, step_size=0.893, tol=6.44e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2278.31it/s, iter=2.74e+03, step_size=0.893, tol=6.41e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2277.70it/s, iter=2.74e+03, step_size=0.893, tol=6.41e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2277.50it/s, iter=2.74e+03, step_size=0.893, tol=6.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2276.90it/s, iter=2.74e+03, step_size=0.893, tol=6.38e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2276.70it/s, iter=2.75e+03, step_size=0.893, tol=6.36e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2276.10it/s, iter=2.75e+03, step_size=0.893, tol=6.36e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2275.89it/s, iter=2.75e+03, step_size=0.893, tol=6.33e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2275.29it/s, iter=2.75e+03, step_size=0.893, tol=6.33e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2275.09it/s, iter=2.75e+03, step_size=0.893, tol=6.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2274.45it/s, iter=2.75e+03, step_size=0.893, tol=6.3e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2274.19it/s, iter=2.75e+03, step_size=0.893, tol=6.28e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2273.58it/s, iter=2.75e+03, step_size=0.893, tol=6.28e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2273.35it/s, iter=2.75e+03, step_size=0.893, tol=6.25e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2272.73it/s, iter=2.75e+03, step_size=0.893, tol=6.25e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2272.52it/s, iter=2.75e+03, step_size=0.893, tol=6.23e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2271.90it/s, iter=2.75e+03, step_size=0.893, tol=6.23e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2271.69it/s, iter=2.75e+03, step_size=0.893, tol=6.2e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2271.07it/s, iter=2.75e+03, step_size=0.893, tol=6.2e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2270.78it/s, iter=2.75e+03, step_size=0.893, tol=6.17e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2270.08it/s, iter=2.75e+03, step_size=0.893, tol=6.17e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2269.87it/s, iter=2.75e+03, step_size=0.893, tol=6.15e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2269.26it/s, iter=2.75e+03, step_size=0.893, tol=6.15e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2269.05it/s, iter=2.76e+03, step_size=0.893, tol=6.12e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2268.44it/s, iter=2.76e+03, step_size=0.893, tol=6.12e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2268.23it/s, iter=2.76e+03, step_size=0.893, tol=6.1e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2267.61it/s, iter=2.76e+03, step_size=0.893, tol=6.1e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2267.40it/s, iter=2.76e+03, step_size=0.893, tol=6.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2266.79it/s, iter=2.76e+03, step_size=0.893, tol=6.07e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2266.58it/s, iter=2.76e+03, step_size=0.893, tol=6.05e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2265.97it/s, iter=2.76e+03, step_size=0.893, tol=6.05e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2265.76it/s, iter=2.76e+03, step_size=0.893, tol=6.02e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2265.14it/s, iter=2.76e+03, step_size=0.893, tol=6.02e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2264.94it/s, iter=2.76e+03, step_size=0.893, tol=6e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2264.32it/s, iter=2.76e+03, step_size=0.893, tol=6e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2264.11it/s, iter=2.76e+03, step_size=0.893, tol=5.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2263.50it/s, iter=2.76e+03, step_size=0.893, tol=5.97e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2263.29it/s, iter=2.76e+03, step_size=0.893, tol=5.95e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2262.52it/s, iter=2.76e+03, step_size=0.893, tol=5.95e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2262.31it/s, iter=2.76e+03, step_size=0.893, tol=5.92e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2261.70it/s, iter=2.76e+03, step_size=0.893, tol=5.92e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2261.49it/s, iter=2.76e+03, step_size=0.893, tol=5.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2260.88it/s, iter=2.76e+03, step_size=0.893, tol=5.9e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2260.68it/s, iter=2.76e+03, step_size=0.893, tol=5.87e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2260.00it/s, iter=2.76e+03, step_size=0.893, tol=5.87e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2259.64it/s, iter=2.77e+03, step_size=0.893, tol=5.85e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2258.38it/s, iter=2.77e+03, step_size=0.893, tol=5.85e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2257.83it/s, iter=2.77e+03, step_size=0.893, tol=5.82e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2256.67it/s, iter=2.77e+03, step_size=0.893, tol=5.82e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2256.43it/s, iter=2.77e+03, step_size=0.893, tol=5.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2255.69it/s, iter=2.77e+03, step_size=0.893, tol=5.8e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2255.26it/s, iter=2.77e+03, step_size=0.893, tol=5.78e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2254.36it/s, iter=2.77e+03, step_size=0.893, tol=5.78e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2254.11it/s, iter=2.77e+03, step_size=0.893, tol=5.75e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2253.32it/s, iter=2.77e+03, step_size=0.893, tol=5.75e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2253.09it/s, iter=2.77e+03, step_size=0.893, tol=5.73e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2252.23it/s, iter=2.77e+03, step_size=0.893, tol=5.73e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2251.82it/s, iter=2.77e+03, step_size=0.893, tol=5.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2250.95it/s, iter=2.77e+03, step_size=0.893, tol=5.7e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2250.67it/s, iter=2.77e+03, step_size=0.893, tol=5.68e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2249.84it/s, iter=2.77e+03, step_size=0.893, tol=5.68e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2249.58it/s, iter=2.77e+03, step_size=0.893, tol=5.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2248.81it/s, iter=2.77e+03, step_size=0.893, tol=5.66e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2248.54it/s, iter=2.78e+03, step_size=0.893, tol=5.63e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2247.78it/s, iter=2.78e+03, step_size=0.893, tol=5.63e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2247.52it/s, iter=2.78e+03, step_size=0.893, tol=5.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2246.66it/s, iter=2.78e+03, step_size=0.893, tol=5.61e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2246.43it/s, iter=2.78e+03, step_size=0.893, tol=5.59e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2245.75it/s, iter=2.78e+03, step_size=0.893, tol=5.59e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2245.52it/s, iter=2.78e+03, step_size=0.893, tol=5.56e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2244.85it/s, iter=2.78e+03, step_size=0.893, tol=5.56e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2244.62it/s, iter=2.78e+03, step_size=0.893, tol=5.54e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2243.94it/s, iter=2.78e+03, step_size=0.893, tol=5.54e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2243.70it/s, iter=2.78e+03, step_size=0.893, tol=5.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2243.03it/s, iter=2.78e+03, step_size=0.893, tol=5.52e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2242.80it/s, iter=2.78e+03, step_size=0.893, tol=5.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2242.12it/s, iter=2.78e+03, step_size=0.893, tol=5.49e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2241.89it/s, iter=2.78e+03, step_size=0.893, tol=5.47e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2241.16it/s, iter=2.78e+03, step_size=0.893, tol=5.47e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2240.91it/s, iter=2.78e+03, step_size=0.893, tol=5.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2240.20it/s, iter=2.78e+03, step_size=0.893, tol=5.45e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2239.95it/s, iter=2.78e+03, step_size=0.893, tol=5.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2239.25it/s, iter=2.78e+03, step_size=0.893, tol=5.42e-08]
PGD: 51%|#####1 | 2552/5000 [00:01<00:01, 2238.81it/s, iter=2.78e+03, step_size=0.893, tol=5.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2443.91it/s, iter=2.78e+03, step_size=0.893, tol=5.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2443.25it/s, iter=2.78e+03, step_size=0.893, tol=5.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2442.99it/s, iter=2.79e+03, step_size=0.893, tol=5.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2442.22it/s, iter=2.79e+03, step_size=0.893, tol=5.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2442.00it/s, iter=2.79e+03, step_size=0.893, tol=5.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2441.34it/s, iter=2.79e+03, step_size=0.893, tol=5.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2441.11it/s, iter=2.79e+03, step_size=0.893, tol=5.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2440.46it/s, iter=2.79e+03, step_size=0.893, tol=5.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2440.23it/s, iter=2.79e+03, step_size=0.893, tol=5.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2439.57it/s, iter=2.79e+03, step_size=0.893, tol=5.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2439.35it/s, iter=2.79e+03, step_size=0.893, tol=5.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2438.70it/s, iter=2.79e+03, step_size=0.893, tol=5.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2438.47it/s, iter=2.79e+03, step_size=0.893, tol=5.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2437.79it/s, iter=2.79e+03, step_size=0.893, tol=5.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2437.53it/s, iter=2.79e+03, step_size=0.893, tol=5.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2436.83it/s, iter=2.79e+03, step_size=0.893, tol=5.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2436.61it/s, iter=2.79e+03, step_size=0.893, tol=5.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2435.96it/s, iter=2.79e+03, step_size=0.893, tol=5.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2435.65it/s, iter=2.79e+03, step_size=0.893, tol=5.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2434.93it/s, iter=2.79e+03, step_size=0.893, tol=5.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2434.70it/s, iter=2.8e+03, step_size=0.893, tol=5.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2434.06it/s, iter=2.8e+03, step_size=0.893, tol=5.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2433.83it/s, iter=2.8e+03, step_size=0.893, tol=5.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2433.18it/s, iter=2.8e+03, step_size=0.893, tol=5.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2432.96it/s, iter=2.8e+03, step_size=0.893, tol=5.14e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2432.31it/s, iter=2.8e+03, step_size=0.893, tol=5.14e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2432.09it/s, iter=2.8e+03, step_size=0.893, tol=5.12e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2431.41it/s, iter=2.8e+03, step_size=0.893, tol=5.12e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2431.12it/s, iter=2.8e+03, step_size=0.893, tol=5.09e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2429.79it/s, iter=2.8e+03, step_size=0.893, tol=5.09e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2429.30it/s, iter=2.8e+03, step_size=0.893, tol=5.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2427.75it/s, iter=2.8e+03, step_size=0.893, tol=5.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2427.42it/s, iter=2.8e+03, step_size=0.893, tol=5.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2426.47it/s, iter=2.8e+03, step_size=0.893, tol=5.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2426.22it/s, iter=2.8e+03, step_size=0.893, tol=5.03e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2425.36it/s, iter=2.8e+03, step_size=0.893, tol=5.03e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2425.00it/s, iter=2.8e+03, step_size=0.893, tol=5.01e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2424.22it/s, iter=2.8e+03, step_size=0.893, tol=5.01e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2423.97it/s, iter=2.8e+03, step_size=0.893, tol=4.99e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2423.11it/s, iter=2.8e+03, step_size=0.893, tol=4.99e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2422.84it/s, iter=2.80e+03, step_size=0.893, tol=4.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2421.99it/s, iter=2.80e+03, step_size=0.893, tol=4.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2421.72it/s, iter=2.81e+03, step_size=0.893, tol=4.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2420.73it/s, iter=2.81e+03, step_size=0.893, tol=4.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2420.45it/s, iter=2.81e+03, step_size=0.893, tol=4.93e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2419.64it/s, iter=2.81e+03, step_size=0.893, tol=4.93e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2419.36it/s, iter=2.81e+03, step_size=0.893, tol=4.91e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2418.45it/s, iter=2.81e+03, step_size=0.893, tol=4.91e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2418.20it/s, iter=2.81e+03, step_size=0.893, tol=4.89e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2417.46it/s, iter=2.81e+03, step_size=0.893, tol=4.89e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2417.19it/s, iter=2.81e+03, step_size=0.893, tol=4.87e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2416.51it/s, iter=2.81e+03, step_size=0.893, tol=4.87e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2416.28it/s, iter=2.81e+03, step_size=0.893, tol=4.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2415.60it/s, iter=2.81e+03, step_size=0.893, tol=4.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2415.37it/s, iter=2.81e+03, step_size=0.893, tol=4.83e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2414.69it/s, iter=2.81e+03, step_size=0.893, tol=4.83e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2414.46it/s, iter=2.81e+03, step_size=0.893, tol=4.81e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2413.79it/s, iter=2.81e+03, step_size=0.893, tol=4.81e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2413.56it/s, iter=2.81e+03, step_size=0.893, tol=4.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2412.82it/s, iter=2.81e+03, step_size=0.893, tol=4.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2412.59it/s, iter=2.82e+03, step_size=0.893, tol=4.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2411.92it/s, iter=2.82e+03, step_size=0.893, tol=4.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2411.70it/s, iter=2.82e+03, step_size=0.893, tol=4.75e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2411.03it/s, iter=2.82e+03, step_size=0.893, tol=4.75e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2410.80it/s, iter=2.82e+03, step_size=0.893, tol=4.73e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2409.98it/s, iter=2.82e+03, step_size=0.893, tol=4.73e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2409.75it/s, iter=2.82e+03, step_size=0.893, tol=4.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2409.09it/s, iter=2.82e+03, step_size=0.893, tol=4.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2408.86it/s, iter=2.82e+03, step_size=0.893, tol=4.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2408.19it/s, iter=2.82e+03, step_size=0.893, tol=4.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2407.97it/s, iter=2.82e+03, step_size=0.893, tol=4.67e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2407.30it/s, iter=2.82e+03, step_size=0.893, tol=4.67e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2407.07it/s, iter=2.82e+03, step_size=0.893, tol=4.65e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2406.41it/s, iter=2.82e+03, step_size=0.893, tol=4.65e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2406.20it/s, iter=2.82e+03, step_size=0.893, tol=4.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2405.58it/s, iter=2.82e+03, step_size=0.893, tol=4.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2405.37it/s, iter=2.82e+03, step_size=0.893, tol=4.61e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2404.76it/s, iter=2.82e+03, step_size=0.893, tol=4.61e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2404.54it/s, iter=2.82e+03, step_size=0.893, tol=4.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2403.92it/s, iter=2.82e+03, step_size=0.893, tol=4.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2403.72it/s, iter=2.82e+03, step_size=0.893, tol=4.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2403.10it/s, iter=2.82e+03, step_size=0.893, tol=4.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2402.89it/s, iter=2.83e+03, step_size=0.893, tol=4.55e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2402.28it/s, iter=2.83e+03, step_size=0.893, tol=4.55e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2401.92it/s, iter=2.83e+03, step_size=0.893, tol=4.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2401.31it/s, iter=2.83e+03, step_size=0.893, tol=4.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2401.10it/s, iter=2.83e+03, step_size=0.893, tol=4.51e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2400.49it/s, iter=2.83e+03, step_size=0.893, tol=4.51e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2400.28it/s, iter=2.83e+03, step_size=0.893, tol=4.49e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2399.65it/s, iter=2.83e+03, step_size=0.893, tol=4.49e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2399.45it/s, iter=2.83e+03, step_size=0.893, tol=4.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2398.83it/s, iter=2.83e+03, step_size=0.893, tol=4.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2398.62it/s, iter=2.83e+03, step_size=0.893, tol=4.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2398.01it/s, iter=2.83e+03, step_size=0.893, tol=4.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2397.80it/s, iter=2.83e+03, step_size=0.893, tol=4.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2397.18it/s, iter=2.83e+03, step_size=0.893, tol=4.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2396.98it/s, iter=2.83e+03, step_size=0.893, tol=4.42e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2396.20it/s, iter=2.83e+03, step_size=0.893, tol=4.42e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2395.59it/s, iter=2.83e+03, step_size=0.893, tol=4.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2394.30it/s, iter=2.83e+03, step_size=0.893, tol=4.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2393.78it/s, iter=2.84e+03, step_size=0.893, tol=4.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2392.58it/s, iter=2.84e+03, step_size=0.893, tol=4.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2392.25it/s, iter=2.84e+03, step_size=0.893, tol=4.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2391.58it/s, iter=2.84e+03, step_size=0.893, tol=4.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2391.36it/s, iter=2.84e+03, step_size=0.893, tol=4.35e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2390.56it/s, iter=2.84e+03, step_size=0.893, tol=4.35e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2390.21it/s, iter=2.84e+03, step_size=0.893, tol=4.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2389.58it/s, iter=2.84e+03, step_size=0.893, tol=4.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2389.37it/s, iter=2.84e+03, step_size=0.893, tol=4.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2388.74it/s, iter=2.84e+03, step_size=0.893, tol=4.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2388.53it/s, iter=2.84e+03, step_size=0.893, tol=4.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2387.90it/s, iter=2.84e+03, step_size=0.893, tol=4.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2387.69it/s, iter=2.84e+03, step_size=0.893, tol=4.28e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2387.06it/s, iter=2.84e+03, step_size=0.893, tol=4.28e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2386.84it/s, iter=2.84e+03, step_size=0.893, tol=4.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2386.21it/s, iter=2.84e+03, step_size=0.893, tol=4.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2385.92it/s, iter=2.84e+03, step_size=0.893, tol=4.24e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2385.02it/s, iter=2.84e+03, step_size=0.893, tol=4.24e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2384.65it/s, iter=2.84e+03, step_size=0.893, tol=4.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2383.98it/s, iter=2.84e+03, step_size=0.893, tol=4.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2383.76it/s, iter=2.84e+03, step_size=0.893, tol=4.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2383.14it/s, iter=2.84e+03, step_size=0.893, tol=4.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2382.93it/s, iter=2.85e+03, step_size=0.893, tol=4.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2382.31it/s, iter=2.85e+03, step_size=0.893, tol=4.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2382.09it/s, iter=2.85e+03, step_size=0.893, tol=4.17e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2381.47it/s, iter=2.85e+03, step_size=0.893, tol=4.17e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2381.25it/s, iter=2.85e+03, step_size=0.893, tol=4.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2380.64it/s, iter=2.85e+03, step_size=0.893, tol=4.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2380.41it/s, iter=2.85e+03, step_size=0.893, tol=4.13e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2379.79it/s, iter=2.85e+03, step_size=0.893, tol=4.13e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2379.58it/s, iter=2.85e+03, step_size=0.893, tol=4.12e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2378.96it/s, iter=2.85e+03, step_size=0.893, tol=4.12e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2378.75it/s, iter=2.85e+03, step_size=0.893, tol=4.1e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2378.14it/s, iter=2.85e+03, step_size=0.893, tol=4.1e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2377.93it/s, iter=2.85e+03, step_size=0.893, tol=4.08e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2377.18it/s, iter=2.85e+03, step_size=0.893, tol=4.08e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2376.97it/s, iter=2.85e+03, step_size=0.893, tol=4.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2376.35it/s, iter=2.85e+03, step_size=0.893, tol=4.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2376.14it/s, iter=2.85e+03, step_size=0.893, tol=4.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2375.52it/s, iter=2.85e+03, step_size=0.893, tol=4.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2375.32it/s, iter=2.86e+03, step_size=0.893, tol=4.03e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2374.70it/s, iter=2.86e+03, step_size=0.893, tol=4.03e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2374.49it/s, iter=2.86e+03, step_size=0.893, tol=4.02e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2373.88it/s, iter=2.86e+03, step_size=0.893, tol=4.02e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2373.67it/s, iter=2.86e+03, step_size=0.893, tol=4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2373.05it/s, iter=2.86e+03, step_size=0.893, tol=4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2372.84it/s, iter=2.86e+03, step_size=0.893, tol=3.98e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2372.23it/s, iter=2.86e+03, step_size=0.893, tol=3.98e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2372.02it/s, iter=2.86e+03, step_size=0.893, tol=3.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2371.40it/s, iter=2.86e+03, step_size=0.893, tol=3.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2371.20it/s, iter=2.86e+03, step_size=0.893, tol=3.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2370.48it/s, iter=2.86e+03, step_size=0.893, tol=3.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2370.23it/s, iter=2.86e+03, step_size=0.893, tol=3.93e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2369.49it/s, iter=2.86e+03, step_size=0.893, tol=3.93e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2369.15it/s, iter=2.86e+03, step_size=0.893, tol=3.92e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2368.47it/s, iter=2.86e+03, step_size=0.893, tol=3.92e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2368.26it/s, iter=2.86e+03, step_size=0.893, tol=3.9e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2367.64it/s, iter=2.86e+03, step_size=0.893, tol=3.9e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2367.43it/s, iter=2.86e+03, step_size=0.893, tol=3.88e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2366.82it/s, iter=2.86e+03, step_size=0.893, tol=3.88e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2366.61it/s, iter=2.86e+03, step_size=0.893, tol=3.87e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2365.99it/s, iter=2.86e+03, step_size=0.893, tol=3.87e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2365.78it/s, iter=2.87e+03, step_size=0.893, tol=3.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2365.09it/s, iter=2.87e+03, step_size=0.893, tol=3.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2364.88it/s, iter=2.87e+03, step_size=0.893, tol=3.84e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2364.27it/s, iter=2.87e+03, step_size=0.893, tol=3.84e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2364.06it/s, iter=2.87e+03, step_size=0.893, tol=3.82e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2363.45it/s, iter=2.87e+03, step_size=0.893, tol=3.82e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2363.24it/s, iter=2.87e+03, step_size=0.893, tol=3.8e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2362.58it/s, iter=2.87e+03, step_size=0.893, tol=3.8e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2362.18it/s, iter=2.87e+03, step_size=0.893, tol=3.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2360.73it/s, iter=2.87e+03, step_size=0.893, tol=3.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2360.20it/s, iter=2.87e+03, step_size=0.893, tol=3.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2358.93it/s, iter=2.87e+03, step_size=0.893, tol=3.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2358.67it/s, iter=2.87e+03, step_size=0.893, tol=3.76e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2357.58it/s, iter=2.87e+03, step_size=0.893, tol=3.76e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2357.35it/s, iter=2.87e+03, step_size=0.893, tol=3.74e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2356.78it/s, iter=2.87e+03, step_size=0.893, tol=3.74e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2356.58it/s, iter=2.87e+03, step_size=0.893, tol=3.72e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2356.00it/s, iter=2.87e+03, step_size=0.893, tol=3.72e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2355.80it/s, iter=2.88e+03, step_size=0.893, tol=3.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2355.05it/s, iter=2.88e+03, step_size=0.893, tol=3.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2354.72it/s, iter=2.88e+03, step_size=0.893, tol=3.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2353.64it/s, iter=2.88e+03, step_size=0.893, tol=3.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2353.30it/s, iter=2.88e+03, step_size=0.893, tol=3.68e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2352.62it/s, iter=2.88e+03, step_size=0.893, tol=3.68e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2352.41it/s, iter=2.88e+03, step_size=0.893, tol=3.66e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2351.81it/s, iter=2.88e+03, step_size=0.893, tol=3.66e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2351.60it/s, iter=2.88e+03, step_size=0.893, tol=3.65e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2350.99it/s, iter=2.88e+03, step_size=0.893, tol=3.65e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2350.78it/s, iter=2.88e+03, step_size=0.893, tol=3.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2350.17it/s, iter=2.88e+03, step_size=0.893, tol=3.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2349.96it/s, iter=2.88e+03, step_size=0.893, tol=3.62e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2349.36it/s, iter=2.88e+03, step_size=0.893, tol=3.62e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2349.15it/s, iter=2.88e+03, step_size=0.893, tol=3.6e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2348.54it/s, iter=2.88e+03, step_size=0.893, tol=3.6e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2348.33it/s, iter=2.88e+03, step_size=0.893, tol=3.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2347.72it/s, iter=2.88e+03, step_size=0.893, tol=3.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2347.52it/s, iter=2.88e+03, step_size=0.893, tol=3.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2346.91it/s, iter=2.88e+03, step_size=0.893, tol=3.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2346.71it/s, iter=2.88e+03, step_size=0.893, tol=3.56e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2346.11it/s, iter=2.88e+03, step_size=0.893, tol=3.56e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2345.90it/s, iter=2.89e+03, step_size=0.893, tol=3.54e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2345.10it/s, iter=2.89e+03, step_size=0.893, tol=3.54e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2344.89it/s, iter=2.89e+03, step_size=0.893, tol=3.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2344.28it/s, iter=2.89e+03, step_size=0.893, tol=3.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2344.08it/s, iter=2.89e+03, step_size=0.893, tol=3.51e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2343.48it/s, iter=2.89e+03, step_size=0.893, tol=3.51e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2343.28it/s, iter=2.89e+03, step_size=0.893, tol=3.5e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2342.67it/s, iter=2.89e+03, step_size=0.893, tol=3.5e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2342.46it/s, iter=2.89e+03, step_size=0.893, tol=3.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2341.79it/s, iter=2.89e+03, step_size=0.893, tol=3.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2341.58it/s, iter=2.89e+03, step_size=0.893, tol=3.47e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2340.98it/s, iter=2.89e+03, step_size=0.893, tol=3.47e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2340.78it/s, iter=2.89e+03, step_size=0.893, tol=3.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2340.18it/s, iter=2.89e+03, step_size=0.893, tol=3.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2339.98it/s, iter=2.89e+03, step_size=0.893, tol=3.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2339.39it/s, iter=2.89e+03, step_size=0.893, tol=3.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2339.18it/s, iter=2.89e+03, step_size=0.893, tol=3.43e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2338.59it/s, iter=2.89e+03, step_size=0.893, tol=3.43e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2338.38it/s, iter=2.9e+03, step_size=0.893, tol=3.41e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2337.79it/s, iter=2.9e+03, step_size=0.893, tol=3.41e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2337.44it/s, iter=2.9e+03, step_size=0.893, tol=3.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2336.84it/s, iter=2.9e+03, step_size=0.893, tol=3.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2336.63it/s, iter=2.9e+03, step_size=0.893, tol=3.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2336.03it/s, iter=2.9e+03, step_size=0.893, tol=3.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2335.83it/s, iter=2.9e+03, step_size=0.893, tol=3.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2335.23it/s, iter=2.9e+03, step_size=0.893, tol=3.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2335.03it/s, iter=2.9e+03, step_size=0.893, tol=3.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2334.43it/s, iter=2.9e+03, step_size=0.893, tol=3.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2334.23it/s, iter=2.9e+03, step_size=0.893, tol=3.34e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2333.64it/s, iter=2.9e+03, step_size=0.893, tol=3.34e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2333.42it/s, iter=2.9e+03, step_size=0.893, tol=3.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2332.82it/s, iter=2.9e+03, step_size=0.893, tol=3.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2332.62it/s, iter=2.9e+03, step_size=0.893, tol=3.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2331.95it/s, iter=2.9e+03, step_size=0.893, tol=3.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2331.75it/s, iter=2.9e+03, step_size=0.893, tol=3.3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2331.15it/s, iter=2.9e+03, step_size=0.893, tol=3.3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2330.95it/s, iter=2.9e+03, step_size=0.893, tol=3.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2330.36it/s, iter=2.9e+03, step_size=0.893, tol=3.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2330.16it/s, iter=2.90e+03, step_size=0.893, tol=3.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2329.30it/s, iter=2.90e+03, step_size=0.893, tol=3.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2328.83it/s, iter=2.91e+03, step_size=0.893, tol=3.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2327.59it/s, iter=2.91e+03, step_size=0.893, tol=3.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2327.07it/s, iter=2.91e+03, step_size=0.893, tol=3.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2325.95it/s, iter=2.91e+03, step_size=0.893, tol=3.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2325.64it/s, iter=2.91e+03, step_size=0.893, tol=3.23e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2324.84it/s, iter=2.91e+03, step_size=0.893, tol=3.23e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2324.57it/s, iter=2.91e+03, step_size=0.893, tol=3.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2323.77it/s, iter=2.91e+03, step_size=0.893, tol=3.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2323.50it/s, iter=2.91e+03, step_size=0.893, tol=3.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2322.69it/s, iter=2.91e+03, step_size=0.893, tol=3.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2322.42it/s, iter=2.91e+03, step_size=0.893, tol=3.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2321.48it/s, iter=2.91e+03, step_size=0.893, tol=3.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2321.20it/s, iter=2.91e+03, step_size=0.893, tol=3.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2320.40it/s, iter=2.91e+03, step_size=0.893, tol=3.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2320.12it/s, iter=2.91e+03, step_size=0.893, tol=3.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2319.32it/s, iter=2.91e+03, step_size=0.893, tol=3.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2319.05it/s, iter=2.91e+03, step_size=0.893, tol=3.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2318.25it/s, iter=2.91e+03, step_size=0.893, tol=3.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2317.98it/s, iter=2.92e+03, step_size=0.893, tol=3.14e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2317.19it/s, iter=2.92e+03, step_size=0.893, tol=3.14e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2316.92it/s, iter=2.92e+03, step_size=0.893, tol=3.13e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2316.18it/s, iter=2.92e+03, step_size=0.893, tol=3.13e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2315.94it/s, iter=2.92e+03, step_size=0.893, tol=3.11e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2315.24it/s, iter=2.92e+03, step_size=0.893, tol=3.11e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2315.00it/s, iter=2.92e+03, step_size=0.893, tol=3.1e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2314.25it/s, iter=2.92e+03, step_size=0.893, tol=3.1e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2313.99it/s, iter=2.92e+03, step_size=0.893, tol=3.09e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2313.29it/s, iter=2.92e+03, step_size=0.893, tol=3.09e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2313.06it/s, iter=2.92e+03, step_size=0.893, tol=3.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2312.37it/s, iter=2.92e+03, step_size=0.893, tol=3.07e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2312.13it/s, iter=2.92e+03, step_size=0.893, tol=3.06e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2311.43it/s, iter=2.92e+03, step_size=0.893, tol=3.06e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2311.20it/s, iter=2.92e+03, step_size=0.893, tol=3.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2310.50it/s, iter=2.92e+03, step_size=0.893, tol=3.05e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2310.27it/s, iter=2.92e+03, step_size=0.893, tol=3.04e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2309.57it/s, iter=2.92e+03, step_size=0.893, tol=3.04e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2309.33it/s, iter=2.92e+03, step_size=0.893, tol=3.02e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2308.64it/s, iter=2.92e+03, step_size=0.893, tol=3.02e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2308.41it/s, iter=2.92e+03, step_size=0.893, tol=3.01e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2307.69it/s, iter=2.92e+03, step_size=0.893, tol=3.01e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2307.46it/s, iter=2.93e+03, step_size=0.893, tol=3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2306.75it/s, iter=2.93e+03, step_size=0.893, tol=3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2306.44it/s, iter=2.93e+03, step_size=0.893, tol=2.99e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2305.77it/s, iter=2.93e+03, step_size=0.893, tol=2.99e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2305.56it/s, iter=2.93e+03, step_size=0.893, tol=2.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2304.93it/s, iter=2.93e+03, step_size=0.893, tol=2.97e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2304.72it/s, iter=2.93e+03, step_size=0.893, tol=2.96e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2304.09it/s, iter=2.93e+03, step_size=0.893, tol=2.96e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2303.87it/s, iter=2.93e+03, step_size=0.893, tol=2.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2303.25it/s, iter=2.93e+03, step_size=0.893, tol=2.95e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2303.03it/s, iter=2.93e+03, step_size=0.893, tol=2.94e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2302.40it/s, iter=2.93e+03, step_size=0.893, tol=2.94e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2302.19it/s, iter=2.93e+03, step_size=0.893, tol=2.92e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2301.56it/s, iter=2.93e+03, step_size=0.893, tol=2.92e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2301.35it/s, iter=2.93e+03, step_size=0.893, tol=2.91e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2300.72it/s, iter=2.93e+03, step_size=0.893, tol=2.91e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2300.51it/s, iter=2.93e+03, step_size=0.893, tol=2.9e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2299.89it/s, iter=2.93e+03, step_size=0.893, tol=2.9e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2299.68it/s, iter=2.94e+03, step_size=0.893, tol=2.89e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2299.00it/s, iter=2.94e+03, step_size=0.893, tol=2.89e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2298.73it/s, iter=2.94e+03, step_size=0.893, tol=2.88e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2298.11it/s, iter=2.94e+03, step_size=0.893, tol=2.88e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2297.90it/s, iter=2.94e+03, step_size=0.893, tol=2.86e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2296.83it/s, iter=2.94e+03, step_size=0.893, tol=2.86e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2296.42it/s, iter=2.94e+03, step_size=0.893, tol=2.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2295.03it/s, iter=2.94e+03, step_size=0.893, tol=2.85e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2294.60it/s, iter=2.94e+03, step_size=0.893, tol=2.84e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2293.95it/s, iter=2.94e+03, step_size=0.893, tol=2.84e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2293.70it/s, iter=2.94e+03, step_size=0.893, tol=2.83e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2292.59it/s, iter=2.94e+03, step_size=0.893, tol=2.83e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2292.39it/s, iter=2.94e+03, step_size=0.893, tol=2.82e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2291.80it/s, iter=2.94e+03, step_size=0.893, tol=2.82e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2291.60it/s, iter=2.94e+03, step_size=0.893, tol=2.8e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2290.81it/s, iter=2.94e+03, step_size=0.893, tol=2.8e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2290.61it/s, iter=2.94e+03, step_size=0.893, tol=2.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2289.81it/s, iter=2.94e+03, step_size=0.893, tol=2.79e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2289.48it/s, iter=2.94e+03, step_size=0.893, tol=2.78e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2288.66it/s, iter=2.94e+03, step_size=0.893, tol=2.78e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2288.46it/s, iter=2.94e+03, step_size=0.893, tol=2.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2287.58it/s, iter=2.94e+03, step_size=0.893, tol=2.77e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2287.38it/s, iter=2.95e+03, step_size=0.893, tol=2.76e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2286.79it/s, iter=2.95e+03, step_size=0.893, tol=2.76e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2286.60it/s, iter=2.95e+03, step_size=0.893, tol=2.75e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2286.01it/s, iter=2.95e+03, step_size=0.893, tol=2.75e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2285.80it/s, iter=2.95e+03, step_size=0.893, tol=2.73e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2285.21it/s, iter=2.95e+03, step_size=0.893, tol=2.73e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2285.01it/s, iter=2.95e+03, step_size=0.893, tol=2.72e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2284.43it/s, iter=2.95e+03, step_size=0.893, tol=2.72e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2284.23it/s, iter=2.95e+03, step_size=0.893, tol=2.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2283.51it/s, iter=2.95e+03, step_size=0.893, tol=2.71e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2283.30it/s, iter=2.95e+03, step_size=0.893, tol=2.7e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2282.71it/s, iter=2.95e+03, step_size=0.893, tol=2.7e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2282.51it/s, iter=2.95e+03, step_size=0.893, tol=2.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2281.92it/s, iter=2.95e+03, step_size=0.893, tol=2.69e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2281.73it/s, iter=2.95e+03, step_size=0.893, tol=2.68e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2281.14it/s, iter=2.95e+03, step_size=0.893, tol=2.68e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2280.95it/s, iter=2.95e+03, step_size=0.893, tol=2.67e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2280.36it/s, iter=2.95e+03, step_size=0.893, tol=2.67e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2280.17it/s, iter=2.96e+03, step_size=0.893, tol=2.66e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2279.58it/s, iter=2.96e+03, step_size=0.893, tol=2.66e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2279.39it/s, iter=2.96e+03, step_size=0.893, tol=2.64e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2278.78it/s, iter=2.96e+03, step_size=0.893, tol=2.64e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2278.59it/s, iter=2.96e+03, step_size=0.893, tol=2.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2277.98it/s, iter=2.96e+03, step_size=0.893, tol=2.63e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2277.78it/s, iter=2.96e+03, step_size=0.893, tol=2.62e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2277.21it/s, iter=2.96e+03, step_size=0.893, tol=2.62e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2277.02it/s, iter=2.96e+03, step_size=0.893, tol=2.61e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2276.37it/s, iter=2.96e+03, step_size=0.893, tol=2.61e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2276.18it/s, iter=2.96e+03, step_size=0.893, tol=2.6e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2275.61it/s, iter=2.96e+03, step_size=0.893, tol=2.6e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2275.41it/s, iter=2.96e+03, step_size=0.893, tol=2.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2274.85it/s, iter=2.96e+03, step_size=0.893, tol=2.59e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2274.65it/s, iter=2.96e+03, step_size=0.893, tol=2.58e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2274.09it/s, iter=2.96e+03, step_size=0.893, tol=2.58e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2273.90it/s, iter=2.96e+03, step_size=0.893, tol=2.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2273.31it/s, iter=2.96e+03, step_size=0.893, tol=2.57e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2273.12it/s, iter=2.96e+03, step_size=0.893, tol=2.56e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2272.55it/s, iter=2.96e+03, step_size=0.893, tol=2.56e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2272.36it/s, iter=2.96e+03, step_size=0.893, tol=2.55e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2271.80it/s, iter=2.96e+03, step_size=0.893, tol=2.55e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2271.60it/s, iter=2.97e+03, step_size=0.893, tol=2.54e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2271.04it/s, iter=2.97e+03, step_size=0.893, tol=2.54e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2270.85it/s, iter=2.97e+03, step_size=0.893, tol=2.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2270.29it/s, iter=2.97e+03, step_size=0.893, tol=2.53e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2270.10it/s, iter=2.97e+03, step_size=0.893, tol=2.52e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2269.54it/s, iter=2.97e+03, step_size=0.893, tol=2.52e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2269.34it/s, iter=2.97e+03, step_size=0.893, tol=2.5e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2268.70it/s, iter=2.97e+03, step_size=0.893, tol=2.5e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2268.50it/s, iter=2.97e+03, step_size=0.893, tol=2.49e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2267.94it/s, iter=2.97e+03, step_size=0.893, tol=2.49e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2267.75it/s, iter=2.97e+03, step_size=0.893, tol=2.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2267.19it/s, iter=2.97e+03, step_size=0.893, tol=2.48e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2266.99it/s, iter=2.97e+03, step_size=0.893, tol=2.47e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2266.33it/s, iter=2.97e+03, step_size=0.893, tol=2.47e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2265.88it/s, iter=2.97e+03, step_size=0.893, tol=2.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2264.64it/s, iter=2.97e+03, step_size=0.893, tol=2.46e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2264.12it/s, iter=2.97e+03, step_size=0.893, tol=2.45e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2263.09it/s, iter=2.97e+03, step_size=0.893, tol=2.45e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2262.87it/s, iter=2.98e+03, step_size=0.893, tol=2.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2261.85it/s, iter=2.98e+03, step_size=0.893, tol=2.44e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2261.27it/s, iter=2.98e+03, step_size=0.893, tol=2.43e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2260.51it/s, iter=2.98e+03, step_size=0.893, tol=2.43e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2260.21it/s, iter=2.98e+03, step_size=0.893, tol=2.42e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2259.45it/s, iter=2.98e+03, step_size=0.893, tol=2.42e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2259.25it/s, iter=2.98e+03, step_size=0.893, tol=2.41e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2258.67it/s, iter=2.98e+03, step_size=0.893, tol=2.41e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2258.47it/s, iter=2.98e+03, step_size=0.893, tol=2.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2257.87it/s, iter=2.98e+03, step_size=0.893, tol=2.4e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2257.67it/s, iter=2.98e+03, step_size=0.893, tol=2.39e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2257.08it/s, iter=2.98e+03, step_size=0.893, tol=2.39e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2256.88it/s, iter=2.98e+03, step_size=0.893, tol=2.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2256.29it/s, iter=2.98e+03, step_size=0.893, tol=2.38e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2256.09it/s, iter=2.98e+03, step_size=0.893, tol=2.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2255.50it/s, iter=2.98e+03, step_size=0.893, tol=2.37e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2255.30it/s, iter=2.98e+03, step_size=0.893, tol=2.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2254.71it/s, iter=2.98e+03, step_size=0.893, tol=2.36e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2254.51it/s, iter=2.98e+03, step_size=0.893, tol=2.35e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2253.50it/s, iter=2.98e+03, step_size=0.893, tol=2.35e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2253.25it/s, iter=2.98e+03, step_size=0.893, tol=2.34e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2252.63it/s, iter=2.98e+03, step_size=0.893, tol=2.34e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2252.39it/s, iter=2.99e+03, step_size=0.893, tol=2.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2251.78it/s, iter=2.99e+03, step_size=0.893, tol=2.33e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2251.59it/s, iter=2.99e+03, step_size=0.893, tol=2.32e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2250.97it/s, iter=2.99e+03, step_size=0.893, tol=2.32e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2250.74it/s, iter=2.99e+03, step_size=0.893, tol=2.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2250.19it/s, iter=2.99e+03, step_size=0.893, tol=2.31e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2250.01it/s, iter=2.99e+03, step_size=0.893, tol=2.3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2249.48it/s, iter=2.99e+03, step_size=0.893, tol=2.3e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2249.29it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2248.66it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2248.42it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2247.88it/s, iter=2.99e+03, step_size=0.893, tol=2.29e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2247.70it/s, iter=2.99e+03, step_size=0.893, tol=2.28e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2247.16it/s, iter=2.99e+03, step_size=0.893, tol=2.28e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2246.85it/s, iter=2.99e+03, step_size=0.893, tol=2.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2246.08it/s, iter=2.99e+03, step_size=0.893, tol=2.27e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2245.89it/s, iter=2.99e+03, step_size=0.893, tol=2.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2245.35it/s, iter=2.99e+03, step_size=0.893, tol=2.26e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2245.17it/s, iter=3e+03, step_size=0.893, tol=2.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2244.63it/s, iter=3e+03, step_size=0.893, tol=2.25e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2244.45it/s, iter=3e+03, step_size=0.893, tol=2.24e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2243.92it/s, iter=3e+03, step_size=0.893, tol=2.24e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2243.73it/s, iter=3e+03, step_size=0.893, tol=2.23e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2243.20it/s, iter=3e+03, step_size=0.893, tol=2.23e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2243.01it/s, iter=3e+03, step_size=0.893, tol=2.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2242.49it/s, iter=3e+03, step_size=0.893, tol=2.22e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2242.30it/s, iter=3e+03, step_size=0.893, tol=2.21e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2241.73it/s, iter=3e+03, step_size=0.893, tol=2.21e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2241.54it/s, iter=3e+03, step_size=0.893, tol=2.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2241.00it/s, iter=3e+03, step_size=0.893, tol=2.2e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2240.81it/s, iter=3e+03, step_size=0.893, tol=2.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2240.26it/s, iter=3e+03, step_size=0.893, tol=2.19e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2240.07it/s, iter=3e+03, step_size=0.893, tol=2.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2239.36it/s, iter=3e+03, step_size=0.893, tol=2.18e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2239.17it/s, iter=3e+03, step_size=0.893, tol=2.17e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2238.58it/s, iter=3e+03, step_size=0.893, tol=2.17e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2238.36it/s, iter=3e+03, step_size=0.893, tol=2.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2237.81it/s, iter=3e+03, step_size=0.893, tol=2.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2237.62it/s, iter=3.00e+03, step_size=0.893, tol=2.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2237.07it/s, iter=3.00e+03, step_size=0.893, tol=2.16e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2236.88it/s, iter=3.01e+03, step_size=0.893, tol=2.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2236.33it/s, iter=3.01e+03, step_size=0.893, tol=2.15e-08]
PGD: 56%|#####5 | 2786/5000 [00:01<00:00, 2236.09it/s, iter=3.01e+03, step_size=0.893, tol=2.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2414.00it/s, iter=3.01e+03, step_size=0.893, tol=2.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2412.83it/s, iter=3.01e+03, step_size=0.893, tol=2.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2412.36it/s, iter=3.01e+03, step_size=0.893, tol=2.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2411.03it/s, iter=3.01e+03, step_size=0.893, tol=2.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2410.74it/s, iter=3.01e+03, step_size=0.893, tol=2.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2409.48it/s, iter=3.01e+03, step_size=0.893, tol=2.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2409.03it/s, iter=3.01e+03, step_size=0.893, tol=2.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2408.12it/s, iter=3.01e+03, step_size=0.893, tol=2.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2407.79it/s, iter=3.01e+03, step_size=0.893, tol=2.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2406.55it/s, iter=3.01e+03, step_size=0.893, tol=2.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2406.18it/s, iter=3.01e+03, step_size=0.893, tol=2.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2404.88it/s, iter=3.01e+03, step_size=0.893, tol=2.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2404.48it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2403.68it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2403.41it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2402.47it/s, iter=3.01e+03, step_size=0.893, tol=2.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2402.20it/s, iter=3.02e+03, step_size=0.893, tol=2.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2401.39it/s, iter=3.02e+03, step_size=0.893, tol=2.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2401.15it/s, iter=3.02e+03, step_size=0.893, tol=2.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2400.46it/s, iter=3.02e+03, step_size=0.893, tol=2.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2400.22it/s, iter=3.02e+03, step_size=0.893, tol=2.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2399.52it/s, iter=3.02e+03, step_size=0.893, tol=2.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2399.28it/s, iter=3.02e+03, step_size=0.893, tol=2.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2398.59it/s, iter=3.02e+03, step_size=0.893, tol=2.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2398.36it/s, iter=3.02e+03, step_size=0.893, tol=2.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2397.67it/s, iter=3.02e+03, step_size=0.893, tol=2.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2397.43it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2396.75it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2396.51it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2395.81it/s, iter=3.02e+03, step_size=0.893, tol=2.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2395.58it/s, iter=3.02e+03, step_size=0.893, tol=2.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2394.76it/s, iter=3.02e+03, step_size=0.893, tol=2.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2394.52it/s, iter=3.02e+03, step_size=0.893, tol=2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2393.82it/s, iter=3.02e+03, step_size=0.893, tol=2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2393.58it/s, iter=3.02e+03, step_size=0.893, tol=1.99e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2392.89it/s, iter=3.02e+03, step_size=0.893, tol=1.99e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2392.65it/s, iter=3.02e+03, step_size=0.893, tol=1.98e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2391.96it/s, iter=3.02e+03, step_size=0.893, tol=1.98e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2391.72it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2391.10it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2390.88it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2390.26it/s, iter=3.03e+03, step_size=0.893, tol=1.97e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2390.05it/s, iter=3.03e+03, step_size=0.893, tol=1.96e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2389.44it/s, iter=3.03e+03, step_size=0.893, tol=1.96e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2389.23it/s, iter=3.03e+03, step_size=0.893, tol=1.95e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2388.61it/s, iter=3.03e+03, step_size=0.893, tol=1.95e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2388.39it/s, iter=3.03e+03, step_size=0.893, tol=1.94e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2387.78it/s, iter=3.03e+03, step_size=0.893, tol=1.94e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2387.40it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2386.72it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2386.51it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2385.89it/s, iter=3.03e+03, step_size=0.893, tol=1.93e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2385.68it/s, iter=3.03e+03, step_size=0.893, tol=1.92e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2385.05it/s, iter=3.03e+03, step_size=0.893, tol=1.92e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2384.84it/s, iter=3.03e+03, step_size=0.893, tol=1.91e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2384.22it/s, iter=3.03e+03, step_size=0.893, tol=1.91e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2384.01it/s, iter=3.04e+03, step_size=0.893, tol=1.9e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2383.39it/s, iter=3.04e+03, step_size=0.893, tol=1.9e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2383.18it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2382.55it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2382.33it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2381.24it/s, iter=3.04e+03, step_size=0.893, tol=1.89e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2380.94it/s, iter=3.04e+03, step_size=0.893, tol=1.88e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2380.22it/s, iter=3.04e+03, step_size=0.893, tol=1.88e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2379.87it/s, iter=3.04e+03, step_size=0.893, tol=1.87e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2379.30it/s, iter=3.04e+03, step_size=0.893, tol=1.87e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2379.11it/s, iter=3.04e+03, step_size=0.893, tol=1.86e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2378.54it/s, iter=3.04e+03, step_size=0.893, tol=1.86e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2378.35it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2377.79it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2377.60it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2377.03it/s, iter=3.04e+03, step_size=0.893, tol=1.85e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2376.84it/s, iter=3.04e+03, step_size=0.893, tol=1.84e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2376.28it/s, iter=3.04e+03, step_size=0.893, tol=1.84e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2376.08it/s, iter=3.04e+03, step_size=0.893, tol=1.83e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2375.52it/s, iter=3.04e+03, step_size=0.893, tol=1.83e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2375.33it/s, iter=3.04e+03, step_size=0.893, tol=1.82e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2374.77it/s, iter=3.04e+03, step_size=0.893, tol=1.82e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2374.57it/s, iter=3.05e+03, step_size=0.893, tol=1.82e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2373.94it/s, iter=3.05e+03, step_size=0.893, tol=1.82e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2373.75it/s, iter=3.05e+03, step_size=0.893, tol=1.81e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2373.15it/s, iter=3.05e+03, step_size=0.893, tol=1.81e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2372.83it/s, iter=3.05e+03, step_size=0.893, tol=1.8e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2371.79it/s, iter=3.05e+03, step_size=0.893, tol=1.8e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2371.53it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2370.96it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2370.76it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2370.20it/s, iter=3.05e+03, step_size=0.893, tol=1.79e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2370.00it/s, iter=3.05e+03, step_size=0.893, tol=1.78e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2369.44it/s, iter=3.05e+03, step_size=0.893, tol=1.78e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2369.24it/s, iter=3.05e+03, step_size=0.893, tol=1.77e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2368.68it/s, iter=3.05e+03, step_size=0.893, tol=1.77e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2368.48it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2367.62it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2367.37it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2366.75it/s, iter=3.05e+03, step_size=0.893, tol=1.76e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2366.57it/s, iter=3.06e+03, step_size=0.893, tol=1.75e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2366.03it/s, iter=3.06e+03, step_size=0.893, tol=1.75e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2365.85it/s, iter=3.06e+03, step_size=0.893, tol=1.74e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2365.31it/s, iter=3.06e+03, step_size=0.893, tol=1.74e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2365.01it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2364.43it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2364.25it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2363.71it/s, iter=3.06e+03, step_size=0.893, tol=1.73e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2363.53it/s, iter=3.06e+03, step_size=0.893, tol=1.72e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2362.99it/s, iter=3.06e+03, step_size=0.893, tol=1.72e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2362.81it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2362.27it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2362.09it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2361.55it/s, iter=3.06e+03, step_size=0.893, tol=1.71e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2361.37it/s, iter=3.06e+03, step_size=0.893, tol=1.7e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2360.83it/s, iter=3.06e+03, step_size=0.893, tol=1.7e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2360.64it/s, iter=3.06e+03, step_size=0.893, tol=1.69e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2360.10it/s, iter=3.06e+03, step_size=0.893, tol=1.69e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2359.92it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2359.39it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2359.21it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2358.67it/s, iter=3.06e+03, step_size=0.893, tol=1.68e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2358.49it/s, iter=3.07e+03, step_size=0.893, tol=1.67e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2357.96it/s, iter=3.07e+03, step_size=0.893, tol=1.67e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2357.78it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2357.09it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2356.91it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2356.37it/s, iter=3.07e+03, step_size=0.893, tol=1.66e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2356.19it/s, iter=3.07e+03, step_size=0.893, tol=1.65e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2355.63it/s, iter=3.07e+03, step_size=0.893, tol=1.65e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2355.44it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2354.89it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2354.69it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2354.11it/s, iter=3.07e+03, step_size=0.893, tol=1.64e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2353.93it/s, iter=3.07e+03, step_size=0.893, tol=1.63e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2353.40it/s, iter=3.07e+03, step_size=0.893, tol=1.63e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2353.22it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2352.69it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2352.51it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2351.99it/s, iter=3.07e+03, step_size=0.893, tol=1.62e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2351.80it/s, iter=3.08e+03, step_size=0.893, tol=1.61e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2351.18it/s, iter=3.08e+03, step_size=0.893, tol=1.61e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2350.74it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2349.94it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2349.75it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2349.22it/s, iter=3.08e+03, step_size=0.893, tol=1.6e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2349.04it/s, iter=3.08e+03, step_size=0.893, tol=1.59e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2348.50it/s, iter=3.08e+03, step_size=0.893, tol=1.59e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2348.33it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2347.80it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2347.61it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2347.08it/s, iter=3.08e+03, step_size=0.893, tol=1.58e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2346.90it/s, iter=3.08e+03, step_size=0.893, tol=1.57e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2346.37it/s, iter=3.08e+03, step_size=0.893, tol=1.57e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2346.19it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2345.60it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2345.42it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2344.88it/s, iter=3.08e+03, step_size=0.893, tol=1.56e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2344.70it/s, iter=3.08e+03, step_size=0.893, tol=1.55e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2344.17it/s, iter=3.08e+03, step_size=0.893, tol=1.55e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2343.99it/s, iter=3.08e+03, step_size=0.893, tol=1.54e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2343.45it/s, iter=3.08e+03, step_size=0.893, tol=1.54e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2343.27it/s, iter=3.09e+03, step_size=0.893, tol=1.54e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2342.59it/s, iter=3.09e+03, step_size=0.893, tol=1.54e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2342.41it/s, iter=3.09e+03, step_size=0.893, tol=1.53e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2341.88it/s, iter=3.09e+03, step_size=0.893, tol=1.53e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2341.70it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2341.18it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2341.00it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2340.47it/s, iter=3.09e+03, step_size=0.893, tol=1.52e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2340.29it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2339.77it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2339.59it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2339.06it/s, iter=3.09e+03, step_size=0.893, tol=1.51e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2338.88it/s, iter=3.09e+03, step_size=0.893, tol=1.5e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2338.36it/s, iter=3.09e+03, step_size=0.893, tol=1.5e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2338.17it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2337.64it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2337.47it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2336.94it/s, iter=3.09e+03, step_size=0.893, tol=1.49e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2336.76it/s, iter=3.1e+03, step_size=0.893, tol=1.48e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2336.24it/s, iter=3.1e+03, step_size=0.893, tol=1.48e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2336.06it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2335.38it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2335.17it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2334.61it/s, iter=3.1e+03, step_size=0.893, tol=1.47e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2334.43it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2333.91it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2333.72it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2333.19it/s, iter=3.1e+03, step_size=0.893, tol=1.46e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2333.01it/s, iter=3.1e+03, step_size=0.893, tol=1.45e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2332.49it/s, iter=3.1e+03, step_size=0.893, tol=1.45e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2332.31it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2331.79it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2331.61it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2331.09it/s, iter=3.1e+03, step_size=0.893, tol=1.44e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2330.91it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2330.39it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2330.21it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2329.69it/s, iter=3.1e+03, step_size=0.893, tol=1.43e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2329.51it/s, iter=3.10e+03, step_size=0.893, tol=1.42e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2328.99it/s, iter=3.10e+03, step_size=0.893, tol=1.42e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2328.81it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2328.19it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2327.99it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2327.47it/s, iter=3.11e+03, step_size=0.893, tol=1.41e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2327.29it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2326.77it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2326.59it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2326.07it/s, iter=3.11e+03, step_size=0.893, tol=1.4e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2325.90it/s, iter=3.11e+03, step_size=0.893, tol=1.39e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2325.38it/s, iter=3.11e+03, step_size=0.893, tol=1.39e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2325.20it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2324.62it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2324.45it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2323.93it/s, iter=3.11e+03, step_size=0.893, tol=1.38e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2323.76it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2323.24it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2323.06it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2322.55it/s, iter=3.11e+03, step_size=0.893, tol=1.37e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2322.37it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2321.85it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2321.67it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2321.03it/s, iter=3.12e+03, step_size=0.893, tol=1.36e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2320.64it/s, iter=3.12e+03, step_size=0.893, tol=1.35e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2319.95it/s, iter=3.12e+03, step_size=0.893, tol=1.35e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2319.78it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2319.26it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2319.08it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2318.57it/s, iter=3.12e+03, step_size=0.893, tol=1.34e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2318.39it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2317.88it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2317.70it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2317.18it/s, iter=3.12e+03, step_size=0.893, tol=1.33e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2317.01it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2316.49it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2316.28it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2315.65it/s, iter=3.12e+03, step_size=0.893, tol=1.32e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2315.47it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2314.96it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2314.78it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2314.27it/s, iter=3.12e+03, step_size=0.893, tol=1.31e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2313.98it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2313.46it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2313.27it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2312.76it/s, iter=3.13e+03, step_size=0.893, tol=1.3e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2312.58it/s, iter=3.13e+03, step_size=0.893, tol=1.29e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2312.07it/s, iter=3.13e+03, step_size=0.893, tol=1.29e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2311.90it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2311.39it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2311.21it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2310.70it/s, iter=3.13e+03, step_size=0.893, tol=1.28e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2310.52it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2310.00it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2309.82it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2309.31it/s, iter=3.13e+03, step_size=0.893, tol=1.27e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2309.13it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2308.59it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2308.35it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2307.35it/s, iter=3.13e+03, step_size=0.893, tol=1.26e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2307.04it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2305.57it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2305.17it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2304.59it/s, iter=3.14e+03, step_size=0.893, tol=1.25e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2304.41it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2303.79it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2303.61it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2303.10it/s, iter=3.14e+03, step_size=0.893, tol=1.24e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2302.92it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2302.41it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2302.24it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2301.69it/s, iter=3.14e+03, step_size=0.893, tol=1.23e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2301.48it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2300.97it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2300.80it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2300.29it/s, iter=3.14e+03, step_size=0.893, tol=1.22e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2300.11it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2299.45it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2299.28it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2298.77it/s, iter=3.14e+03, step_size=0.893, tol=1.21e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2298.60it/s, iter=3.14e+03, step_size=0.893, tol=1.2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2298.09it/s, iter=3.14e+03, step_size=0.893, tol=1.2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2297.91it/s, iter=3.15e+03, step_size=0.893, tol=1.2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2297.40it/s, iter=3.15e+03, step_size=0.893, tol=1.2e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2297.23it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2296.72it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2296.54it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2296.04it/s, iter=3.15e+03, step_size=0.893, tol=1.19e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2295.86it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2295.36it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2295.18it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2294.68it/s, iter=3.15e+03, step_size=0.893, tol=1.18e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2294.51it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2294.00it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2293.83it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2293.33it/s, iter=3.15e+03, step_size=0.893, tol=1.17e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2293.16it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2292.51it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2292.33it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2291.75it/s, iter=3.15e+03, step_size=0.893, tol=1.16e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2291.55it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2291.00it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2290.83it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2290.33it/s, iter=3.16e+03, step_size=0.893, tol=1.15e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2290.16it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2289.66it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2289.49it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2288.98it/s, iter=3.16e+03, step_size=0.893, tol=1.14e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2288.81it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2288.30it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2288.13it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2287.62it/s, iter=3.16e+03, step_size=0.893, tol=1.13e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2287.45it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2286.94it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2286.77it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2286.26it/s, iter=3.16e+03, step_size=0.893, tol=1.12e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2286.08it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2285.45it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2285.28it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2284.77it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2284.60it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2284.10it/s, iter=3.16e+03, step_size=0.893, tol=1.11e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2283.92it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2283.37it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2283.20it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2282.69it/s, iter=3.17e+03, step_size=0.893, tol=1.1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2282.52it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2282.02it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2281.84it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2281.34it/s, iter=3.17e+03, step_size=0.893, tol=1.09e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2281.17it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2280.67it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2280.50it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2280.00it/s, iter=3.17e+03, step_size=0.893, tol=1.08e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2279.83it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2279.33it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2279.15it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2278.54it/s, iter=3.17e+03, step_size=0.893, tol=1.07e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2278.36it/s, iter=3.17e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2277.85it/s, iter=3.17e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2277.68it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2277.18it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2277.01it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2276.50it/s, iter=3.18e+03, step_size=0.893, tol=1.06e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2276.33it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2275.83it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2275.66it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2275.16it/s, iter=3.18e+03, step_size=0.893, tol=1.05e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2274.99it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2274.48it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2274.31it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2273.81it/s, iter=3.18e+03, step_size=0.893, tol=1.04e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2273.64it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2273.14it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2272.97it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2272.47it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2272.29it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2271.64it/s, iter=3.18e+03, step_size=0.893, tol=1.03e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2271.46it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2270.94it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2270.75it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2270.20it/s, iter=3.18e+03, step_size=0.893, tol=1.02e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2269.98it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2269.46it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2269.28it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2268.74it/s, iter=3.19e+03, step_size=0.893, tol=1.01e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2268.57it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2268.07it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2267.90it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2267.40it/s, iter=3.19e+03, step_size=0.893, tol=1e-08]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2267.23it/s, iter=3.19e+03, step_size=0.893, tol=9.96e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2266.67it/s, iter=3.19e+03, step_size=0.893, tol=9.96e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2266.50it/s, iter=3.19e+03, step_size=0.893, tol=9.92e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2266.00it/s, iter=3.19e+03, step_size=0.893, tol=9.92e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2265.84it/s, iter=3.19e+03, step_size=0.893, tol=9.87e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2265.20it/s, iter=3.19e+03, step_size=0.893, tol=9.87e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2265.03it/s, iter=3.19e+03, step_size=0.893, tol=9.83e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2264.53it/s, iter=3.19e+03, step_size=0.893, tol=9.83e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2264.37it/s, iter=3.19e+03, step_size=0.893, tol=9.79e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2263.85it/s, iter=3.19e+03, step_size=0.893, tol=9.79e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2263.65it/s, iter=3.2e+03, step_size=0.893, tol=9.75e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2263.16it/s, iter=3.2e+03, step_size=0.893, tol=9.75e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2262.96it/s, iter=3.2e+03, step_size=0.893, tol=9.71e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2262.45it/s, iter=3.2e+03, step_size=0.893, tol=9.71e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2262.28it/s, iter=3.2e+03, step_size=0.893, tol=9.67e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2261.60it/s, iter=3.2e+03, step_size=0.893, tol=9.67e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2261.40it/s, iter=3.2e+03, step_size=0.893, tol=9.63e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2260.89it/s, iter=3.2e+03, step_size=0.893, tol=9.63e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2260.71it/s, iter=3.2e+03, step_size=0.893, tol=9.59e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2260.18it/s, iter=3.2e+03, step_size=0.893, tol=9.59e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2260.01it/s, iter=3.2e+03, step_size=0.893, tol=9.55e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2259.51it/s, iter=3.2e+03, step_size=0.893, tol=9.55e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2259.34it/s, iter=3.2e+03, step_size=0.893, tol=9.51e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2258.75it/s, iter=3.2e+03, step_size=0.893, tol=9.51e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2258.51it/s, iter=3.2e+03, step_size=0.893, tol=9.47e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2257.93it/s, iter=3.2e+03, step_size=0.893, tol=9.47e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2257.76it/s, iter=3.2e+03, step_size=0.893, tol=9.43e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2257.27it/s, iter=3.2e+03, step_size=0.893, tol=9.43e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2257.10it/s, iter=3.2e+03, step_size=0.893, tol=9.39e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2256.62it/s, iter=3.2e+03, step_size=0.893, tol=9.39e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2256.36it/s, iter=3.20e+03, step_size=0.893, tol=9.35e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2255.86it/s, iter=3.20e+03, step_size=0.893, tol=9.35e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2255.69it/s, iter=3.21e+03, step_size=0.893, tol=9.31e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2255.20it/s, iter=3.21e+03, step_size=0.893, tol=9.31e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2255.03it/s, iter=3.21e+03, step_size=0.893, tol=9.28e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2254.54it/s, iter=3.21e+03, step_size=0.893, tol=9.28e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2254.37it/s, iter=3.21e+03, step_size=0.893, tol=9.24e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2253.88it/s, iter=3.21e+03, step_size=0.893, tol=9.24e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2253.72it/s, iter=3.21e+03, step_size=0.893, tol=9.2e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2253.23it/s, iter=3.21e+03, step_size=0.893, tol=9.2e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2253.06it/s, iter=3.21e+03, step_size=0.893, tol=9.16e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2252.57it/s, iter=3.21e+03, step_size=0.893, tol=9.16e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2252.40it/s, iter=3.21e+03, step_size=0.893, tol=9.12e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2251.91it/s, iter=3.21e+03, step_size=0.893, tol=9.12e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2251.61it/s, iter=3.21e+03, step_size=0.893, tol=9.08e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2251.12it/s, iter=3.21e+03, step_size=0.893, tol=9.08e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2250.95it/s, iter=3.21e+03, step_size=0.893, tol=9.05e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2250.46it/s, iter=3.21e+03, step_size=0.893, tol=9.05e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2250.29it/s, iter=3.21e+03, step_size=0.893, tol=9.01e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2249.81it/s, iter=3.21e+03, step_size=0.893, tol=9.01e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2249.64it/s, iter=3.22e+03, step_size=0.893, tol=8.97e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2249.15it/s, iter=3.22e+03, step_size=0.893, tol=8.97e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2248.99it/s, iter=3.22e+03, step_size=0.893, tol=8.93e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2248.50it/s, iter=3.22e+03, step_size=0.893, tol=8.93e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2248.34it/s, iter=3.22e+03, step_size=0.893, tol=8.9e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2247.85it/s, iter=3.22e+03, step_size=0.893, tol=8.9e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2247.68it/s, iter=3.22e+03, step_size=0.893, tol=8.86e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2247.19it/s, iter=3.22e+03, step_size=0.893, tol=8.86e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2247.03it/s, iter=3.22e+03, step_size=0.893, tol=8.82e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2246.54it/s, iter=3.22e+03, step_size=0.893, tol=8.82e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2246.38it/s, iter=3.22e+03, step_size=0.893, tol=8.79e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2245.83it/s, iter=3.22e+03, step_size=0.893, tol=8.79e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2245.67it/s, iter=3.22e+03, step_size=0.893, tol=8.75e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2245.18it/s, iter=3.22e+03, step_size=0.893, tol=8.75e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2244.89it/s, iter=3.22e+03, step_size=0.893, tol=8.71e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2244.40it/s, iter=3.22e+03, step_size=0.893, tol=8.71e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2244.21it/s, iter=3.22e+03, step_size=0.893, tol=8.68e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2243.70it/s, iter=3.22e+03, step_size=0.893, tol=8.68e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2243.53it/s, iter=3.22e+03, step_size=0.893, tol=8.64e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2243.04it/s, iter=3.22e+03, step_size=0.893, tol=8.64e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2242.88it/s, iter=3.22e+03, step_size=0.893, tol=8.6e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2242.39it/s, iter=3.22e+03, step_size=0.893, tol=8.6e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2242.23it/s, iter=3.23e+03, step_size=0.893, tol=8.57e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2241.74it/s, iter=3.23e+03, step_size=0.893, tol=8.57e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2241.57it/s, iter=3.23e+03, step_size=0.893, tol=8.53e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2241.09it/s, iter=3.23e+03, step_size=0.893, tol=8.53e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2240.92it/s, iter=3.23e+03, step_size=0.893, tol=8.5e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2240.43it/s, iter=3.23e+03, step_size=0.893, tol=8.5e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2240.27it/s, iter=3.23e+03, step_size=0.893, tol=8.46e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2239.77it/s, iter=3.23e+03, step_size=0.893, tol=8.46e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2239.61it/s, iter=3.23e+03, step_size=0.893, tol=8.43e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2239.12it/s, iter=3.23e+03, step_size=0.893, tol=8.43e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2238.96it/s, iter=3.23e+03, step_size=0.893, tol=8.39e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2238.47it/s, iter=3.23e+03, step_size=0.893, tol=8.39e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2238.19it/s, iter=3.23e+03, step_size=0.893, tol=8.36e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2237.70it/s, iter=3.23e+03, step_size=0.893, tol=8.36e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2237.53it/s, iter=3.23e+03, step_size=0.893, tol=8.32e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2237.05it/s, iter=3.23e+03, step_size=0.893, tol=8.32e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2236.88it/s, iter=3.23e+03, step_size=0.893, tol=8.29e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2236.40it/s, iter=3.23e+03, step_size=0.893, tol=8.29e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2236.23it/s, iter=3.24e+03, step_size=0.893, tol=8.25e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2235.75it/s, iter=3.24e+03, step_size=0.893, tol=8.25e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2235.59it/s, iter=3.24e+03, step_size=0.893, tol=8.22e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2235.11it/s, iter=3.24e+03, step_size=0.893, tol=8.22e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2234.90it/s, iter=3.24e+03, step_size=0.893, tol=8.18e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2234.40it/s, iter=3.24e+03, step_size=0.893, tol=8.18e-09]
PGD: 60%|###### | 3008/5000 [00:01<00:00, 2234.23it/s, iter=3.24e+03, step_size=0.893, tol=8.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2405.69it/s, iter=3.24e+03, step_size=0.893, tol=8.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2405.11it/s, iter=3.24e+03, step_size=0.893, tol=8.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2404.93it/s, iter=3.24e+03, step_size=0.893, tol=8.12e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2404.42it/s, iter=3.24e+03, step_size=0.893, tol=8.12e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2404.22it/s, iter=3.24e+03, step_size=0.893, tol=8.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2403.69it/s, iter=3.24e+03, step_size=0.893, tol=8.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2403.52it/s, iter=3.24e+03, step_size=0.893, tol=8.05e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2402.92it/s, iter=3.24e+03, step_size=0.893, tol=8.05e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2402.74it/s, iter=3.24e+03, step_size=0.893, tol=8.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2402.22it/s, iter=3.24e+03, step_size=0.893, tol=8.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2402.04it/s, iter=3.24e+03, step_size=0.893, tol=7.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2401.53it/s, iter=3.24e+03, step_size=0.893, tol=7.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2401.35it/s, iter=3.24e+03, step_size=0.893, tol=7.95e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2400.83it/s, iter=3.24e+03, step_size=0.893, tol=7.95e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2400.65it/s, iter=3.24e+03, step_size=0.893, tol=7.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2400.14it/s, iter=3.24e+03, step_size=0.893, tol=7.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2399.96it/s, iter=3.25e+03, step_size=0.893, tol=7.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2399.45it/s, iter=3.25e+03, step_size=0.893, tol=7.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2399.27it/s, iter=3.25e+03, step_size=0.893, tol=7.85e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2398.76it/s, iter=3.25e+03, step_size=0.893, tol=7.85e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2398.58it/s, iter=3.25e+03, step_size=0.893, tol=7.82e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2398.07it/s, iter=3.25e+03, step_size=0.893, tol=7.82e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2397.89it/s, iter=3.25e+03, step_size=0.893, tol=7.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2397.38it/s, iter=3.25e+03, step_size=0.893, tol=7.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2397.20it/s, iter=3.25e+03, step_size=0.893, tol=7.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2396.69it/s, iter=3.25e+03, step_size=0.893, tol=7.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2396.46it/s, iter=3.25e+03, step_size=0.893, tol=7.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2395.80it/s, iter=3.25e+03, step_size=0.893, tol=7.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2395.60it/s, iter=3.25e+03, step_size=0.893, tol=7.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2395.09it/s, iter=3.25e+03, step_size=0.893, tol=7.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2394.91it/s, iter=3.25e+03, step_size=0.893, tol=7.65e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2394.40it/s, iter=3.25e+03, step_size=0.893, tol=7.65e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2394.22it/s, iter=3.25e+03, step_size=0.893, tol=7.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2393.71it/s, iter=3.25e+03, step_size=0.893, tol=7.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2393.54it/s, iter=3.26e+03, step_size=0.893, tol=7.59e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2393.02it/s, iter=3.26e+03, step_size=0.893, tol=7.59e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2392.85it/s, iter=3.26e+03, step_size=0.893, tol=7.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2392.34it/s, iter=3.26e+03, step_size=0.893, tol=7.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2392.16it/s, iter=3.26e+03, step_size=0.893, tol=7.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2391.65it/s, iter=3.26e+03, step_size=0.893, tol=7.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2391.48it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2390.97it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2390.79it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2390.28it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2390.11it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2389.60it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2389.42it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2388.81it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2388.63it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2388.11it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2387.94it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2387.43it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2387.25it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2386.74it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2386.57it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2386.06it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2385.89it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2385.38it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2385.21it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2384.70it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2384.52it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2384.02it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2383.84it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2383.33it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2383.16it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2382.66it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2382.48it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2381.92it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2381.70it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2381.20it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2381.02it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2380.47it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2380.29it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2379.78it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2379.60it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2379.09it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2378.92it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2378.36it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2378.19it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2377.68it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2377.51it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2376.94it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2376.77it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2376.24it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2376.07it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2375.56it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2375.34it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2374.76it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2374.59it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2374.08it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2373.90it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2373.39it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2373.22it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2372.71it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2372.54it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2372.04it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2371.86it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2371.35it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2371.17it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2370.67it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2370.50it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2370.00it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2369.82it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2369.32it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2369.15it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2368.65it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2368.48it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2367.88it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2367.70it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2367.20it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2367.03it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2366.53it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2366.35it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2365.85it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2365.68it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2365.18it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2365.01it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2364.51it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2364.34it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2363.83it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2363.66it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2363.16it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2362.99it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2362.49it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2362.32it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2361.81it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2361.64it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2361.13it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2360.96it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2360.46it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2360.29it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2359.79it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2359.62it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2359.12it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2358.96it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2358.46it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2358.29it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2357.80it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2357.63it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2357.13it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2356.96it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2356.47it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2356.30it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2355.80it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2355.63it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2355.08it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2354.91it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2354.42it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2354.23it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2353.73it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2353.56it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2353.06it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2352.89it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2352.39it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2352.22it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2351.73it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2351.56it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2351.07it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2350.87it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2350.39it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2350.22it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2349.74it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2349.57it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2349.09it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2348.92it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2348.41it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2348.22it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2347.74it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2347.57it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2347.08it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2346.91it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2346.42it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2346.26it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2345.77it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2345.60it/s, iter=3.32e+03, step_size=0.893, tol=5.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2345.12it/s, iter=3.32e+03, step_size=0.893, tol=5.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2344.95it/s, iter=3.33e+03, step_size=0.893, tol=5.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2344.47it/s, iter=3.33e+03, step_size=0.893, tol=5.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2344.31it/s, iter=3.33e+03, step_size=0.893, tol=5.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2343.83it/s, iter=3.33e+03, step_size=0.893, tol=5.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2343.66it/s, iter=3.33e+03, step_size=0.893, tol=5.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2343.18it/s, iter=3.33e+03, step_size=0.893, tol=5.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2343.01it/s, iter=3.33e+03, step_size=0.893, tol=5.57e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2342.52it/s, iter=3.33e+03, step_size=0.893, tol=5.57e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2342.36it/s, iter=3.33e+03, step_size=0.893, tol=5.55e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2341.88it/s, iter=3.33e+03, step_size=0.893, tol=5.55e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2341.71it/s, iter=3.33e+03, step_size=0.893, tol=5.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2341.23it/s, iter=3.33e+03, step_size=0.893, tol=5.53e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2341.06it/s, iter=3.33e+03, step_size=0.893, tol=5.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2340.57it/s, iter=3.33e+03, step_size=0.893, tol=5.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2340.40it/s, iter=3.33e+03, step_size=0.893, tol=5.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2339.85it/s, iter=3.33e+03, step_size=0.893, tol=5.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2339.68it/s, iter=3.33e+03, step_size=0.893, tol=5.46e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2339.20it/s, iter=3.33e+03, step_size=0.893, tol=5.46e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2339.03it/s, iter=3.34e+03, step_size=0.893, tol=5.44e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2338.55it/s, iter=3.34e+03, step_size=0.893, tol=5.44e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2338.39it/s, iter=3.34e+03, step_size=0.893, tol=5.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2337.91it/s, iter=3.34e+03, step_size=0.893, tol=5.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2337.73it/s, iter=3.34e+03, step_size=0.893, tol=5.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2337.25it/s, iter=3.34e+03, step_size=0.893, tol=5.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2337.09it/s, iter=3.34e+03, step_size=0.893, tol=5.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2336.61it/s, iter=3.34e+03, step_size=0.893, tol=5.37e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2336.45it/s, iter=3.34e+03, step_size=0.893, tol=5.35e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2335.97it/s, iter=3.34e+03, step_size=0.893, tol=5.35e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2335.80it/s, iter=3.34e+03, step_size=0.893, tol=5.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2335.27it/s, iter=3.34e+03, step_size=0.893, tol=5.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2335.10it/s, iter=3.34e+03, step_size=0.893, tol=5.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2334.61it/s, iter=3.34e+03, step_size=0.893, tol=5.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2334.45it/s, iter=3.34e+03, step_size=0.893, tol=5.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2333.97it/s, iter=3.34e+03, step_size=0.893, tol=5.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2333.80it/s, iter=3.34e+03, step_size=0.893, tol=5.26e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2333.31it/s, iter=3.34e+03, step_size=0.893, tol=5.26e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2333.15it/s, iter=3.34e+03, step_size=0.893, tol=5.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2332.67it/s, iter=3.34e+03, step_size=0.893, tol=5.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2332.51it/s, iter=3.34e+03, step_size=0.893, tol=5.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2332.03it/s, iter=3.34e+03, step_size=0.893, tol=5.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2331.86it/s, iter=3.35e+03, step_size=0.893, tol=5.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2331.39it/s, iter=3.35e+03, step_size=0.893, tol=5.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2331.22it/s, iter=3.35e+03, step_size=0.893, tol=5.17e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2330.75it/s, iter=3.35e+03, step_size=0.893, tol=5.17e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2330.59it/s, iter=3.35e+03, step_size=0.893, tol=5.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2330.11it/s, iter=3.35e+03, step_size=0.893, tol=5.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2329.95it/s, iter=3.35e+03, step_size=0.893, tol=5.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2329.46it/s, iter=3.35e+03, step_size=0.893, tol=5.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2329.30it/s, iter=3.35e+03, step_size=0.893, tol=5.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2328.82it/s, iter=3.35e+03, step_size=0.893, tol=5.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2328.65it/s, iter=3.35e+03, step_size=0.893, tol=5.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2328.18it/s, iter=3.35e+03, step_size=0.893, tol=5.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2328.02it/s, iter=3.35e+03, step_size=0.893, tol=5.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2327.55it/s, iter=3.35e+03, step_size=0.893, tol=5.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2327.38it/s, iter=3.35e+03, step_size=0.893, tol=5.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2326.90it/s, iter=3.35e+03, step_size=0.893, tol=5.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2326.73it/s, iter=3.35e+03, step_size=0.893, tol=5.02e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2326.26it/s, iter=3.35e+03, step_size=0.893, tol=5.02e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2326.09it/s, iter=3.36e+03, step_size=0.893, tol=5e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2325.62it/s, iter=3.36e+03, step_size=0.893, tol=5e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2325.45it/s, iter=3.36e+03, step_size=0.893, tol=4.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2324.98it/s, iter=3.36e+03, step_size=0.893, tol=4.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2324.82it/s, iter=3.36e+03, step_size=0.893, tol=4.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2324.34it/s, iter=3.36e+03, step_size=0.893, tol=4.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2324.18it/s, iter=3.36e+03, step_size=0.893, tol=4.94e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2323.70it/s, iter=3.36e+03, step_size=0.893, tol=4.94e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2323.54it/s, iter=3.36e+03, step_size=0.893, tol=4.92e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2323.07it/s, iter=3.36e+03, step_size=0.893, tol=4.92e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2322.64it/s, iter=3.36e+03, step_size=0.893, tol=4.9e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2321.59it/s, iter=3.36e+03, step_size=0.893, tol=4.9e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2321.17it/s, iter=3.36e+03, step_size=0.893, tol=4.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2320.02it/s, iter=3.36e+03, step_size=0.893, tol=4.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2319.81it/s, iter=3.36e+03, step_size=0.893, tol=4.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2318.79it/s, iter=3.36e+03, step_size=0.893, tol=4.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2318.45it/s, iter=3.36e+03, step_size=0.893, tol=4.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2317.68it/s, iter=3.36e+03, step_size=0.893, tol=4.84e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2317.38it/s, iter=3.36e+03, step_size=0.893, tol=4.82e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2316.78it/s, iter=3.36e+03, step_size=0.893, tol=4.82e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2316.58it/s, iter=3.36e+03, step_size=0.893, tol=4.8e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2315.95it/s, iter=3.36e+03, step_size=0.893, tol=4.8e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2315.74it/s, iter=3.37e+03, step_size=0.893, tol=4.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2315.10it/s, iter=3.37e+03, step_size=0.893, tol=4.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2314.90it/s, iter=3.37e+03, step_size=0.893, tol=4.76e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2314.32it/s, iter=3.37e+03, step_size=0.893, tol=4.76e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2314.12it/s, iter=3.37e+03, step_size=0.893, tol=4.74e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2313.47it/s, iter=3.37e+03, step_size=0.893, tol=4.74e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2313.27it/s, iter=3.37e+03, step_size=0.893, tol=4.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2312.69it/s, iter=3.37e+03, step_size=0.893, tol=4.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2312.49it/s, iter=3.37e+03, step_size=0.893, tol=4.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2311.91it/s, iter=3.37e+03, step_size=0.893, tol=4.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2311.71it/s, iter=3.37e+03, step_size=0.893, tol=4.68e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2311.13it/s, iter=3.37e+03, step_size=0.893, tol=4.68e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2310.93it/s, iter=3.37e+03, step_size=0.893, tol=4.66e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2310.35it/s, iter=3.37e+03, step_size=0.893, tol=4.66e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2310.16it/s, iter=3.37e+03, step_size=0.893, tol=4.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2309.58it/s, iter=3.37e+03, step_size=0.893, tol=4.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2309.36it/s, iter=3.37e+03, step_size=0.893, tol=4.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2308.83it/s, iter=3.37e+03, step_size=0.893, tol=4.62e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2308.65it/s, iter=3.38e+03, step_size=0.893, tol=4.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2308.12it/s, iter=3.38e+03, step_size=0.893, tol=4.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2307.94it/s, iter=3.38e+03, step_size=0.893, tol=4.58e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2307.41it/s, iter=3.38e+03, step_size=0.893, tol=4.58e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2307.22it/s, iter=3.38e+03, step_size=0.893, tol=4.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2306.69it/s, iter=3.38e+03, step_size=0.893, tol=4.56e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2306.51it/s, iter=3.38e+03, step_size=0.893, tol=4.54e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2305.99it/s, iter=3.38e+03, step_size=0.893, tol=4.54e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2305.81it/s, iter=3.38e+03, step_size=0.893, tol=4.52e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2305.27it/s, iter=3.38e+03, step_size=0.893, tol=4.52e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2305.09it/s, iter=3.38e+03, step_size=0.893, tol=4.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2304.56it/s, iter=3.38e+03, step_size=0.893, tol=4.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2304.39it/s, iter=3.38e+03, step_size=0.893, tol=4.49e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2303.86it/s, iter=3.38e+03, step_size=0.893, tol=4.49e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2303.68it/s, iter=3.38e+03, step_size=0.893, tol=4.47e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2303.15it/s, iter=3.38e+03, step_size=0.893, tol=4.47e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2302.97it/s, iter=3.38e+03, step_size=0.893, tol=4.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2302.44it/s, iter=3.38e+03, step_size=0.893, tol=4.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2302.26it/s, iter=3.38e+03, step_size=0.893, tol=4.43e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2301.74it/s, iter=3.38e+03, step_size=0.893, tol=4.43e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2301.56it/s, iter=3.38e+03, step_size=0.893, tol=4.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2301.02it/s, iter=3.38e+03, step_size=0.893, tol=4.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2300.86it/s, iter=3.39e+03, step_size=0.893, tol=4.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2300.36it/s, iter=3.39e+03, step_size=0.893, tol=4.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2300.20it/s, iter=3.39e+03, step_size=0.893, tol=4.38e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2299.71it/s, iter=3.39e+03, step_size=0.893, tol=4.38e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2299.55it/s, iter=3.39e+03, step_size=0.893, tol=4.36e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2299.06it/s, iter=3.39e+03, step_size=0.893, tol=4.36e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2298.90it/s, iter=3.39e+03, step_size=0.893, tol=4.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2298.42it/s, iter=3.39e+03, step_size=0.893, tol=4.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2298.25it/s, iter=3.39e+03, step_size=0.893, tol=4.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2297.77it/s, iter=3.39e+03, step_size=0.893, tol=4.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2297.60it/s, iter=3.39e+03, step_size=0.893, tol=4.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2297.12it/s, iter=3.39e+03, step_size=0.893, tol=4.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2296.96it/s, iter=3.39e+03, step_size=0.893, tol=4.29e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2296.47it/s, iter=3.39e+03, step_size=0.893, tol=4.29e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2296.31it/s, iter=3.39e+03, step_size=0.893, tol=4.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2295.83it/s, iter=3.39e+03, step_size=0.893, tol=4.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2295.67it/s, iter=3.39e+03, step_size=0.893, tol=4.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2295.19it/s, iter=3.39e+03, step_size=0.893, tol=4.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2295.02it/s, iter=3.4e+03, step_size=0.893, tol=4.23e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2294.54it/s, iter=3.4e+03, step_size=0.893, tol=4.23e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2294.38it/s, iter=3.4e+03, step_size=0.893, tol=4.22e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2293.89it/s, iter=3.4e+03, step_size=0.893, tol=4.22e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2293.73it/s, iter=3.4e+03, step_size=0.893, tol=4.2e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2293.25it/s, iter=3.4e+03, step_size=0.893, tol=4.2e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2293.08it/s, iter=3.4e+03, step_size=0.893, tol=4.18e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2292.42it/s, iter=3.4e+03, step_size=0.893, tol=4.18e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2292.20it/s, iter=3.4e+03, step_size=0.893, tol=4.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2291.07it/s, iter=3.4e+03, step_size=0.893, tol=4.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2290.70it/s, iter=3.4e+03, step_size=0.893, tol=4.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2289.80it/s, iter=3.4e+03, step_size=0.893, tol=4.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2289.62it/s, iter=3.4e+03, step_size=0.893, tol=4.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2289.15it/s, iter=3.4e+03, step_size=0.893, tol=4.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2288.99it/s, iter=3.4e+03, step_size=0.893, tol=4.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2288.53it/s, iter=3.4e+03, step_size=0.893, tol=4.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2288.37it/s, iter=3.4e+03, step_size=0.893, tol=4.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2287.92it/s, iter=3.4e+03, step_size=0.893, tol=4.09e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2287.70it/s, iter=3.4e+03, step_size=0.893, tol=4.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2287.17it/s, iter=3.4e+03, step_size=0.893, tol=4.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2286.99it/s, iter=3.40e+03, step_size=0.893, tol=4.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2285.92it/s, iter=3.40e+03, step_size=0.893, tol=4.06e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2285.67it/s, iter=3.41e+03, step_size=0.893, tol=4.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2285.12it/s, iter=3.41e+03, step_size=0.893, tol=4.04e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2284.96it/s, iter=3.41e+03, step_size=0.893, tol=4.03e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2284.45it/s, iter=3.41e+03, step_size=0.893, tol=4.03e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2284.30it/s, iter=3.41e+03, step_size=0.893, tol=4.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2283.82it/s, iter=3.41e+03, step_size=0.893, tol=4.01e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2283.66it/s, iter=3.41e+03, step_size=0.893, tol=3.99e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2283.20it/s, iter=3.41e+03, step_size=0.893, tol=3.99e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2283.04it/s, iter=3.41e+03, step_size=0.893, tol=3.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2282.59it/s, iter=3.41e+03, step_size=0.893, tol=3.98e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2282.43it/s, iter=3.41e+03, step_size=0.893, tol=3.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2281.97it/s, iter=3.41e+03, step_size=0.893, tol=3.96e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2281.81it/s, iter=3.41e+03, step_size=0.893, tol=3.94e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2281.35it/s, iter=3.41e+03, step_size=0.893, tol=3.94e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2281.06it/s, iter=3.41e+03, step_size=0.893, tol=3.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2280.59it/s, iter=3.41e+03, step_size=0.893, tol=3.93e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2280.44it/s, iter=3.41e+03, step_size=0.893, tol=3.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2279.98it/s, iter=3.41e+03, step_size=0.893, tol=3.91e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2279.82it/s, iter=3.42e+03, step_size=0.893, tol=3.89e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2279.36it/s, iter=3.42e+03, step_size=0.893, tol=3.89e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2279.21it/s, iter=3.42e+03, step_size=0.893, tol=3.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2278.75it/s, iter=3.42e+03, step_size=0.893, tol=3.88e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2278.60it/s, iter=3.42e+03, step_size=0.893, tol=3.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2278.09it/s, iter=3.42e+03, step_size=0.893, tol=3.86e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2277.93it/s, iter=3.42e+03, step_size=0.893, tol=3.85e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2277.47it/s, iter=3.42e+03, step_size=0.893, tol=3.85e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2277.32it/s, iter=3.42e+03, step_size=0.893, tol=3.83e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2276.86it/s, iter=3.42e+03, step_size=0.893, tol=3.83e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2276.71it/s, iter=3.42e+03, step_size=0.893, tol=3.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2276.25it/s, iter=3.42e+03, step_size=0.893, tol=3.81e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2276.07it/s, iter=3.42e+03, step_size=0.893, tol=3.8e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2275.56it/s, iter=3.42e+03, step_size=0.893, tol=3.8e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2275.34it/s, iter=3.42e+03, step_size=0.893, tol=3.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2274.54it/s, iter=3.42e+03, step_size=0.893, tol=3.78e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2274.37it/s, iter=3.42e+03, step_size=0.893, tol=3.77e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2273.89it/s, iter=3.42e+03, step_size=0.893, tol=3.77e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2273.73it/s, iter=3.42e+03, step_size=0.893, tol=3.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2273.25it/s, iter=3.42e+03, step_size=0.893, tol=3.75e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2273.09it/s, iter=3.42e+03, step_size=0.893, tol=3.73e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2272.60it/s, iter=3.42e+03, step_size=0.893, tol=3.73e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2272.43it/s, iter=3.43e+03, step_size=0.893, tol=3.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2271.96it/s, iter=3.43e+03, step_size=0.893, tol=3.72e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2271.79it/s, iter=3.43e+03, step_size=0.893, tol=3.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2271.02it/s, iter=3.43e+03, step_size=0.893, tol=3.7e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2270.85it/s, iter=3.43e+03, step_size=0.893, tol=3.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2270.39it/s, iter=3.43e+03, step_size=0.893, tol=3.69e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2270.23it/s, iter=3.43e+03, step_size=0.893, tol=3.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2269.77it/s, iter=3.43e+03, step_size=0.893, tol=3.67e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2269.61it/s, iter=3.43e+03, step_size=0.893, tol=3.66e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2269.16it/s, iter=3.43e+03, step_size=0.893, tol=3.66e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2269.00it/s, iter=3.43e+03, step_size=0.893, tol=3.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2268.54it/s, iter=3.43e+03, step_size=0.893, tol=3.64e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2268.27it/s, iter=3.43e+03, step_size=0.893, tol=3.63e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2267.81it/s, iter=3.43e+03, step_size=0.893, tol=3.63e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2267.66it/s, iter=3.43e+03, step_size=0.893, tol=3.61e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2267.20it/s, iter=3.43e+03, step_size=0.893, tol=3.61e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2267.04it/s, iter=3.43e+03, step_size=0.893, tol=3.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2266.59it/s, iter=3.43e+03, step_size=0.893, tol=3.6e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2266.43it/s, iter=3.44e+03, step_size=0.893, tol=3.58e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2265.77it/s, iter=3.44e+03, step_size=0.893, tol=3.58e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2265.61it/s, iter=3.44e+03, step_size=0.893, tol=3.57e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2265.01it/s, iter=3.44e+03, step_size=0.893, tol=3.57e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2264.55it/s, iter=3.44e+03, step_size=0.893, tol=3.55e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2263.40it/s, iter=3.44e+03, step_size=0.893, tol=3.55e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2263.05it/s, iter=3.44e+03, step_size=0.893, tol=3.54e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2262.34it/s, iter=3.44e+03, step_size=0.893, tol=3.54e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2262.08it/s, iter=3.44e+03, step_size=0.893, tol=3.52e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2261.58it/s, iter=3.44e+03, step_size=0.893, tol=3.52e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2261.41it/s, iter=3.44e+03, step_size=0.893, tol=3.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2260.32it/s, iter=3.44e+03, step_size=0.893, tol=3.51e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2259.93it/s, iter=3.44e+03, step_size=0.893, tol=3.49e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2259.36it/s, iter=3.44e+03, step_size=0.893, tol=3.49e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2259.19it/s, iter=3.44e+03, step_size=0.893, tol=3.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2258.70it/s, iter=3.44e+03, step_size=0.893, tol=3.48e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2258.53it/s, iter=3.44e+03, step_size=0.893, tol=3.46e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2258.04it/s, iter=3.44e+03, step_size=0.893, tol=3.46e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2257.87it/s, iter=3.44e+03, step_size=0.893, tol=3.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2257.37it/s, iter=3.44e+03, step_size=0.893, tol=3.45e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2257.20it/s, iter=3.44e+03, step_size=0.893, tol=3.44e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2256.71it/s, iter=3.44e+03, step_size=0.893, tol=3.44e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2256.54it/s, iter=3.45e+03, step_size=0.893, tol=3.42e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2256.05it/s, iter=3.45e+03, step_size=0.893, tol=3.42e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2255.81it/s, iter=3.45e+03, step_size=0.893, tol=3.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2255.26it/s, iter=3.45e+03, step_size=0.893, tol=3.41e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2255.09it/s, iter=3.45e+03, step_size=0.893, tol=3.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2254.59it/s, iter=3.45e+03, step_size=0.893, tol=3.39e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2254.42it/s, iter=3.45e+03, step_size=0.893, tol=3.38e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2253.93it/s, iter=3.45e+03, step_size=0.893, tol=3.38e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2253.77it/s, iter=3.45e+03, step_size=0.893, tol=3.36e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2253.26it/s, iter=3.45e+03, step_size=0.893, tol=3.36e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2253.08it/s, iter=3.45e+03, step_size=0.893, tol=3.35e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2252.62it/s, iter=3.45e+03, step_size=0.893, tol=3.35e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2252.47it/s, iter=3.45e+03, step_size=0.893, tol=3.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2252.02it/s, iter=3.45e+03, step_size=0.893, tol=3.34e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2251.86it/s, iter=3.45e+03, step_size=0.893, tol=3.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2251.41it/s, iter=3.45e+03, step_size=0.893, tol=3.32e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2251.26it/s, iter=3.45e+03, step_size=0.893, tol=3.31e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2250.80it/s, iter=3.45e+03, step_size=0.893, tol=3.31e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2250.64it/s, iter=3.46e+03, step_size=0.893, tol=3.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2250.17it/s, iter=3.46e+03, step_size=0.893, tol=3.3e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2250.00it/s, iter=3.46e+03, step_size=0.893, tol=3.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2249.40it/s, iter=3.46e+03, step_size=0.893, tol=3.28e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2249.24it/s, iter=3.46e+03, step_size=0.893, tol=3.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2248.79it/s, iter=3.46e+03, step_size=0.893, tol=3.27e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2248.63it/s, iter=3.46e+03, step_size=0.893, tol=3.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2248.18it/s, iter=3.46e+03, step_size=0.893, tol=3.25e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2248.02it/s, iter=3.46e+03, step_size=0.893, tol=3.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2247.57it/s, iter=3.46e+03, step_size=0.893, tol=3.24e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2247.42it/s, iter=3.46e+03, step_size=0.893, tol=3.23e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2246.96it/s, iter=3.46e+03, step_size=0.893, tol=3.23e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2246.80it/s, iter=3.46e+03, step_size=0.893, tol=3.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2246.35it/s, iter=3.46e+03, step_size=0.893, tol=3.21e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2246.20it/s, iter=3.46e+03, step_size=0.893, tol=3.2e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2245.71it/s, iter=3.46e+03, step_size=0.893, tol=3.2e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2245.55it/s, iter=3.46e+03, step_size=0.893, tol=3.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2245.05it/s, iter=3.46e+03, step_size=0.893, tol=3.19e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2244.89it/s, iter=3.46e+03, step_size=0.893, tol=3.17e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2244.43it/s, iter=3.46e+03, step_size=0.893, tol=3.17e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2244.27it/s, iter=3.46e+03, step_size=0.893, tol=3.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2243.83it/s, iter=3.46e+03, step_size=0.893, tol=3.16e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2243.68it/s, iter=3.47e+03, step_size=0.893, tol=3.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2243.12it/s, iter=3.47e+03, step_size=0.893, tol=3.15e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2242.97it/s, iter=3.47e+03, step_size=0.893, tol=3.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2242.53it/s, iter=3.47e+03, step_size=0.893, tol=3.13e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2242.38it/s, iter=3.47e+03, step_size=0.893, tol=3.12e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2241.89it/s, iter=3.47e+03, step_size=0.893, tol=3.12e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2241.70it/s, iter=3.47e+03, step_size=0.893, tol=3.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2241.17it/s, iter=3.47e+03, step_size=0.893, tol=3.11e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2241.02it/s, iter=3.47e+03, step_size=0.893, tol=3.1e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2240.40it/s, iter=3.47e+03, step_size=0.893, tol=3.1e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2240.12it/s, iter=3.47e+03, step_size=0.893, tol=3.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2239.34it/s, iter=3.47e+03, step_size=0.893, tol=3.08e-09]
PGD: 65%|######4 | 3239/5000 [00:01<00:00, 2239.12it/s, iter=3.47e+03, step_size=0.893, tol=3.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2400.66it/s, iter=3.47e+03, step_size=0.893, tol=3.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2399.08it/s, iter=3.47e+03, step_size=0.893, tol=3.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2398.59it/s, iter=3.47e+03, step_size=0.893, tol=3.06e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2397.67it/s, iter=3.47e+03, step_size=0.893, tol=3.06e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2397.24it/s, iter=3.47e+03, step_size=0.893, tol=3.04e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2396.42it/s, iter=3.47e+03, step_size=0.893, tol=3.04e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2396.15it/s, iter=3.48e+03, step_size=0.893, tol=3.03e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2395.39it/s, iter=3.48e+03, step_size=0.893, tol=3.03e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2395.14it/s, iter=3.48e+03, step_size=0.893, tol=3.02e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2394.39it/s, iter=3.48e+03, step_size=0.893, tol=3.02e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2394.14it/s, iter=3.48e+03, step_size=0.893, tol=3.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2393.40it/s, iter=3.48e+03, step_size=0.893, tol=3.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2393.15it/s, iter=3.48e+03, step_size=0.893, tol=2.99e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2392.41it/s, iter=3.48e+03, step_size=0.893, tol=2.99e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2392.09it/s, iter=3.48e+03, step_size=0.893, tol=2.98e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2391.33it/s, iter=3.48e+03, step_size=0.893, tol=2.98e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2391.08it/s, iter=3.48e+03, step_size=0.893, tol=2.97e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2390.40it/s, iter=3.48e+03, step_size=0.893, tol=2.97e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2390.18it/s, iter=3.48e+03, step_size=0.893, tol=2.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2389.54it/s, iter=3.48e+03, step_size=0.893, tol=2.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2389.32it/s, iter=3.48e+03, step_size=0.893, tol=2.94e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2388.68it/s, iter=3.48e+03, step_size=0.893, tol=2.94e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2388.46it/s, iter=3.48e+03, step_size=0.893, tol=2.93e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2387.81it/s, iter=3.48e+03, step_size=0.893, tol=2.93e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2387.59it/s, iter=3.48e+03, step_size=0.893, tol=2.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2386.95it/s, iter=3.48e+03, step_size=0.893, tol=2.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2386.73it/s, iter=3.48e+03, step_size=0.893, tol=2.91e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2386.09it/s, iter=3.48e+03, step_size=0.893, tol=2.91e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2385.88it/s, iter=3.49e+03, step_size=0.893, tol=2.9e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2385.14it/s, iter=3.49e+03, step_size=0.893, tol=2.9e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2384.92it/s, iter=3.49e+03, step_size=0.893, tol=2.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2384.27it/s, iter=3.49e+03, step_size=0.893, tol=2.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2384.06it/s, iter=3.49e+03, step_size=0.893, tol=2.87e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2383.42it/s, iter=3.49e+03, step_size=0.893, tol=2.87e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2383.20it/s, iter=3.49e+03, step_size=0.893, tol=2.86e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2382.57it/s, iter=3.49e+03, step_size=0.893, tol=2.86e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2382.39it/s, iter=3.49e+03, step_size=0.893, tol=2.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2381.83it/s, iter=3.49e+03, step_size=0.893, tol=2.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2381.64it/s, iter=3.49e+03, step_size=0.893, tol=2.84e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2381.08it/s, iter=3.49e+03, step_size=0.893, tol=2.84e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2380.89it/s, iter=3.49e+03, step_size=0.893, tol=2.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2380.34it/s, iter=3.49e+03, step_size=0.893, tol=2.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2380.15it/s, iter=3.49e+03, step_size=0.893, tol=2.81e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2379.59it/s, iter=3.49e+03, step_size=0.893, tol=2.81e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2379.40it/s, iter=3.49e+03, step_size=0.893, tol=2.8e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2378.73it/s, iter=3.49e+03, step_size=0.893, tol=2.8e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2378.54it/s, iter=3.5e+03, step_size=0.893, tol=2.79e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2377.98it/s, iter=3.5e+03, step_size=0.893, tol=2.79e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2377.79it/s, iter=3.5e+03, step_size=0.893, tol=2.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2377.24it/s, iter=3.5e+03, step_size=0.893, tol=2.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2377.05it/s, iter=3.5e+03, step_size=0.893, tol=2.77e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2376.49it/s, iter=3.5e+03, step_size=0.893, tol=2.77e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2376.30it/s, iter=3.5e+03, step_size=0.893, tol=2.75e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2375.74it/s, iter=3.5e+03, step_size=0.893, tol=2.75e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2375.55it/s, iter=3.5e+03, step_size=0.893, tol=2.74e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2375.00it/s, iter=3.5e+03, step_size=0.893, tol=2.74e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2374.81it/s, iter=3.5e+03, step_size=0.893, tol=2.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2373.98it/s, iter=3.5e+03, step_size=0.893, tol=2.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2373.67it/s, iter=3.5e+03, step_size=0.893, tol=2.72e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2373.15it/s, iter=3.5e+03, step_size=0.893, tol=2.72e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2372.98it/s, iter=3.5e+03, step_size=0.893, tol=2.71e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2372.33it/s, iter=3.5e+03, step_size=0.893, tol=2.71e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2372.00it/s, iter=3.5e+03, step_size=0.893, tol=2.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2370.32it/s, iter=3.5e+03, step_size=0.893, tol=2.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2369.94it/s, iter=3.5e+03, step_size=0.893, tol=2.69e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2369.19it/s, iter=3.5e+03, step_size=0.893, tol=2.69e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2368.92it/s, iter=3.50e+03, step_size=0.893, tol=2.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2368.28it/s, iter=3.50e+03, step_size=0.893, tol=2.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2368.08it/s, iter=3.51e+03, step_size=0.893, tol=2.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2367.20it/s, iter=3.51e+03, step_size=0.893, tol=2.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2367.00it/s, iter=3.51e+03, step_size=0.893, tol=2.65e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2366.38it/s, iter=3.51e+03, step_size=0.893, tol=2.65e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2366.18it/s, iter=3.51e+03, step_size=0.893, tol=2.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2365.32it/s, iter=3.51e+03, step_size=0.893, tol=2.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2365.14it/s, iter=3.51e+03, step_size=0.893, tol=2.63e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2364.59it/s, iter=3.51e+03, step_size=0.893, tol=2.63e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2364.41it/s, iter=3.51e+03, step_size=0.893, tol=2.62e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2363.82it/s, iter=3.51e+03, step_size=0.893, tol=2.62e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2363.62it/s, iter=3.51e+03, step_size=0.893, tol=2.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2362.78it/s, iter=3.51e+03, step_size=0.893, tol=2.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2362.60it/s, iter=3.51e+03, step_size=0.893, tol=2.6e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2362.07it/s, iter=3.51e+03, step_size=0.893, tol=2.6e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2361.89it/s, iter=3.51e+03, step_size=0.893, tol=2.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2361.35it/s, iter=3.51e+03, step_size=0.893, tol=2.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2361.17it/s, iter=3.51e+03, step_size=0.893, tol=2.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2360.64it/s, iter=3.51e+03, step_size=0.893, tol=2.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2360.45it/s, iter=3.52e+03, step_size=0.893, tol=2.57e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2359.93it/s, iter=3.52e+03, step_size=0.893, tol=2.57e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2359.75it/s, iter=3.52e+03, step_size=0.893, tol=2.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2359.07it/s, iter=3.52e+03, step_size=0.893, tol=2.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2358.89it/s, iter=3.52e+03, step_size=0.893, tol=2.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2358.34it/s, iter=3.52e+03, step_size=0.893, tol=2.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2358.16it/s, iter=3.52e+03, step_size=0.893, tol=2.53e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2357.62it/s, iter=3.52e+03, step_size=0.893, tol=2.53e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2357.44it/s, iter=3.52e+03, step_size=0.893, tol=2.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2356.91it/s, iter=3.52e+03, step_size=0.893, tol=2.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2356.73it/s, iter=3.52e+03, step_size=0.893, tol=2.51e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2356.20it/s, iter=3.52e+03, step_size=0.893, tol=2.51e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2356.03it/s, iter=3.52e+03, step_size=0.893, tol=2.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2355.28it/s, iter=3.52e+03, step_size=0.893, tol=2.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2354.86it/s, iter=3.52e+03, step_size=0.893, tol=2.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2353.95it/s, iter=3.52e+03, step_size=0.893, tol=2.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2353.70it/s, iter=3.52e+03, step_size=0.893, tol=2.48e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2353.02it/s, iter=3.52e+03, step_size=0.893, tol=2.48e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2352.83it/s, iter=3.52e+03, step_size=0.893, tol=2.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2352.32it/s, iter=3.52e+03, step_size=0.893, tol=2.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2352.15it/s, iter=3.52e+03, step_size=0.893, tol=2.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2351.66it/s, iter=3.52e+03, step_size=0.893, tol=2.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2351.49it/s, iter=3.53e+03, step_size=0.893, tol=2.45e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2351.01it/s, iter=3.53e+03, step_size=0.893, tol=2.45e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2350.84it/s, iter=3.53e+03, step_size=0.893, tol=2.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2350.35it/s, iter=3.53e+03, step_size=0.893, tol=2.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2350.18it/s, iter=3.53e+03, step_size=0.893, tol=2.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2349.62it/s, iter=3.53e+03, step_size=0.893, tol=2.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2349.45it/s, iter=3.53e+03, step_size=0.893, tol=2.42e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2348.95it/s, iter=3.53e+03, step_size=0.893, tol=2.42e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2348.79it/s, iter=3.53e+03, step_size=0.893, tol=2.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2348.30it/s, iter=3.53e+03, step_size=0.893, tol=2.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2348.13it/s, iter=3.53e+03, step_size=0.893, tol=2.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2347.43it/s, iter=3.53e+03, step_size=0.893, tol=2.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2347.23it/s, iter=3.53e+03, step_size=0.893, tol=2.39e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2346.59it/s, iter=3.53e+03, step_size=0.893, tol=2.39e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2346.42it/s, iter=3.53e+03, step_size=0.893, tol=2.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2345.80it/s, iter=3.53e+03, step_size=0.893, tol=2.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2345.24it/s, iter=3.53e+03, step_size=0.893, tol=2.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2343.66it/s, iter=3.53e+03, step_size=0.893, tol=2.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2343.35it/s, iter=3.54e+03, step_size=0.893, tol=2.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2342.75it/s, iter=3.54e+03, step_size=0.893, tol=2.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2342.53it/s, iter=3.54e+03, step_size=0.893, tol=2.35e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2341.95it/s, iter=3.54e+03, step_size=0.893, tol=2.35e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2341.77it/s, iter=3.54e+03, step_size=0.893, tol=2.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2341.16it/s, iter=3.54e+03, step_size=0.893, tol=2.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2340.95it/s, iter=3.54e+03, step_size=0.893, tol=2.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2340.25it/s, iter=3.54e+03, step_size=0.893, tol=2.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2340.08it/s, iter=3.54e+03, step_size=0.893, tol=2.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2339.57it/s, iter=3.54e+03, step_size=0.893, tol=2.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2339.40it/s, iter=3.54e+03, step_size=0.893, tol=2.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2338.89it/s, iter=3.54e+03, step_size=0.893, tol=2.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2338.72it/s, iter=3.54e+03, step_size=0.893, tol=2.3e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2338.21it/s, iter=3.54e+03, step_size=0.893, tol=2.3e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2337.97it/s, iter=3.54e+03, step_size=0.893, tol=2.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2337.36it/s, iter=3.54e+03, step_size=0.893, tol=2.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2337.06it/s, iter=3.54e+03, step_size=0.893, tol=2.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2336.44it/s, iter=3.54e+03, step_size=0.893, tol=2.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2336.25it/s, iter=3.54e+03, step_size=0.893, tol=2.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2335.71it/s, iter=3.54e+03, step_size=0.893, tol=2.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2335.53it/s, iter=3.54e+03, step_size=0.893, tol=2.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2334.99it/s, iter=3.54e+03, step_size=0.893, tol=2.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2334.82it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2334.14it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2333.96it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2333.42it/s, iter=3.55e+03, step_size=0.893, tol=2.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2333.24it/s, iter=3.55e+03, step_size=0.893, tol=2.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2332.70it/s, iter=3.55e+03, step_size=0.893, tol=2.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2332.52it/s, iter=3.55e+03, step_size=0.893, tol=2.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2331.98it/s, iter=3.55e+03, step_size=0.893, tol=2.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2331.80it/s, iter=3.55e+03, step_size=0.893, tol=2.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2331.26it/s, iter=3.55e+03, step_size=0.893, tol=2.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2331.08it/s, iter=3.55e+03, step_size=0.893, tol=2.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2330.55it/s, iter=3.55e+03, step_size=0.893, tol=2.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2330.37it/s, iter=3.55e+03, step_size=0.893, tol=2.2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2329.78it/s, iter=3.55e+03, step_size=0.893, tol=2.2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2329.60it/s, iter=3.55e+03, step_size=0.893, tol=2.19e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2329.07it/s, iter=3.55e+03, step_size=0.893, tol=2.19e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2328.89it/s, iter=3.55e+03, step_size=0.893, tol=2.18e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2328.36it/s, iter=3.55e+03, step_size=0.893, tol=2.18e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2328.17it/s, iter=3.56e+03, step_size=0.893, tol=2.17e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2327.53it/s, iter=3.56e+03, step_size=0.893, tol=2.17e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2327.35it/s, iter=3.56e+03, step_size=0.893, tol=2.16e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2326.69it/s, iter=3.56e+03, step_size=0.893, tol=2.16e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2326.48it/s, iter=3.56e+03, step_size=0.893, tol=2.15e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2325.88it/s, iter=3.56e+03, step_size=0.893, tol=2.15e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2325.66it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2325.12it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2324.93it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2324.38it/s, iter=3.56e+03, step_size=0.893, tol=2.14e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2324.20it/s, iter=3.56e+03, step_size=0.893, tol=2.13e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2323.62it/s, iter=3.56e+03, step_size=0.893, tol=2.13e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2323.41it/s, iter=3.56e+03, step_size=0.893, tol=2.12e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2322.86it/s, iter=3.56e+03, step_size=0.893, tol=2.12e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2322.63it/s, iter=3.56e+03, step_size=0.893, tol=2.11e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2322.06it/s, iter=3.56e+03, step_size=0.893, tol=2.11e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2321.87it/s, iter=3.56e+03, step_size=0.893, tol=2.1e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2321.15it/s, iter=3.56e+03, step_size=0.893, tol=2.1e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2320.96it/s, iter=3.56e+03, step_size=0.893, tol=2.09e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2320.41it/s, iter=3.56e+03, step_size=0.893, tol=2.09e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2320.22it/s, iter=3.56e+03, step_size=0.893, tol=2.08e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2319.65it/s, iter=3.56e+03, step_size=0.893, tol=2.08e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2319.46it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2318.91it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2318.75it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2317.49it/s, iter=3.57e+03, step_size=0.893, tol=2.07e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2317.03it/s, iter=3.57e+03, step_size=0.893, tol=2.06e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2315.52it/s, iter=3.57e+03, step_size=0.893, tol=2.06e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2315.10it/s, iter=3.57e+03, step_size=0.893, tol=2.05e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2313.95it/s, iter=3.57e+03, step_size=0.893, tol=2.05e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2313.66it/s, iter=3.57e+03, step_size=0.893, tol=2.04e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2312.81it/s, iter=3.57e+03, step_size=0.893, tol=2.04e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2312.53it/s, iter=3.57e+03, step_size=0.893, tol=2.03e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2311.68it/s, iter=3.57e+03, step_size=0.893, tol=2.03e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2311.38it/s, iter=3.57e+03, step_size=0.893, tol=2.02e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2310.45it/s, iter=3.57e+03, step_size=0.893, tol=2.02e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2310.14it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2309.11it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2308.84it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2308.03it/s, iter=3.57e+03, step_size=0.893, tol=2.01e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2307.77it/s, iter=3.58e+03, step_size=0.893, tol=2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2306.95it/s, iter=3.58e+03, step_size=0.893, tol=2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2306.69it/s, iter=3.58e+03, step_size=0.893, tol=1.99e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2305.86it/s, iter=3.58e+03, step_size=0.893, tol=1.99e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2305.59it/s, iter=3.58e+03, step_size=0.893, tol=1.98e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2304.79it/s, iter=3.58e+03, step_size=0.893, tol=1.98e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2304.52it/s, iter=3.58e+03, step_size=0.893, tol=1.97e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2303.65it/s, iter=3.58e+03, step_size=0.893, tol=1.97e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2303.39it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2302.45it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2302.19it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2301.39it/s, iter=3.58e+03, step_size=0.893, tol=1.96e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2301.13it/s, iter=3.58e+03, step_size=0.893, tol=1.95e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2300.33it/s, iter=3.58e+03, step_size=0.893, tol=1.95e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2300.07it/s, iter=3.58e+03, step_size=0.893, tol=1.94e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2299.26it/s, iter=3.58e+03, step_size=0.893, tol=1.94e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2299.00it/s, iter=3.58e+03, step_size=0.893, tol=1.93e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2298.20it/s, iter=3.58e+03, step_size=0.893, tol=1.93e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2297.85it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2296.93it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2296.67it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2295.70it/s, iter=3.58e+03, step_size=0.893, tol=1.92e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2295.44it/s, iter=3.59e+03, step_size=0.893, tol=1.91e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2294.65it/s, iter=3.59e+03, step_size=0.893, tol=1.91e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2294.39it/s, iter=3.59e+03, step_size=0.893, tol=1.9e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2293.90it/s, iter=3.59e+03, step_size=0.893, tol=1.9e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2293.75it/s, iter=3.59e+03, step_size=0.893, tol=1.89e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2293.30it/s, iter=3.59e+03, step_size=0.893, tol=1.89e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2292.93it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2291.88it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2291.46it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2290.40it/s, iter=3.59e+03, step_size=0.893, tol=1.88e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2290.04it/s, iter=3.59e+03, step_size=0.893, tol=1.87e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2289.05it/s, iter=3.59e+03, step_size=0.893, tol=1.87e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2288.77it/s, iter=3.59e+03, step_size=0.893, tol=1.86e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2287.86it/s, iter=3.59e+03, step_size=0.893, tol=1.86e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2287.60it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2286.79it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2286.53it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2285.68it/s, iter=3.59e+03, step_size=0.893, tol=1.85e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2285.42it/s, iter=3.6e+03, step_size=0.893, tol=1.84e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2284.50it/s, iter=3.6e+03, step_size=0.893, tol=1.84e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2284.24it/s, iter=3.6e+03, step_size=0.893, tol=1.83e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2283.45it/s, iter=3.6e+03, step_size=0.893, tol=1.83e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2283.19it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2282.40it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2282.15it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2281.36it/s, iter=3.6e+03, step_size=0.893, tol=1.82e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2281.11it/s, iter=3.6e+03, step_size=0.893, tol=1.81e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2280.33it/s, iter=3.6e+03, step_size=0.893, tol=1.81e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2280.07it/s, iter=3.6e+03, step_size=0.893, tol=1.8e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2279.29it/s, iter=3.6e+03, step_size=0.893, tol=1.8e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2278.88it/s, iter=3.6e+03, step_size=0.893, tol=1.79e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2278.09it/s, iter=3.6e+03, step_size=0.893, tol=1.79e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2277.84it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2277.04it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2276.79it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2276.01it/s, iter=3.6e+03, step_size=0.893, tol=1.78e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2275.66it/s, iter=3.6e+03, step_size=0.893, tol=1.77e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2274.85it/s, iter=3.6e+03, step_size=0.893, tol=1.77e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2274.60it/s, iter=3.60e+03, step_size=0.893, tol=1.76e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2273.82it/s, iter=3.60e+03, step_size=0.893, tol=1.76e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2273.57it/s, iter=3.61e+03, step_size=0.893, tol=1.76e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2272.66it/s, iter=3.61e+03, step_size=0.893, tol=1.76e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2272.41it/s, iter=3.61e+03, step_size=0.893, tol=1.75e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2271.64it/s, iter=3.61e+03, step_size=0.893, tol=1.75e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2271.38it/s, iter=3.61e+03, step_size=0.893, tol=1.74e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2270.42it/s, iter=3.61e+03, step_size=0.893, tol=1.74e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2270.17it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2269.39it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2269.09it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2268.51it/s, iter=3.61e+03, step_size=0.893, tol=1.73e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2268.33it/s, iter=3.61e+03, step_size=0.893, tol=1.72e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2267.43it/s, iter=3.61e+03, step_size=0.893, tol=1.72e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2267.06it/s, iter=3.61e+03, step_size=0.893, tol=1.71e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2265.74it/s, iter=3.61e+03, step_size=0.893, tol=1.71e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2265.45it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2264.49it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2264.12it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2263.14it/s, iter=3.61e+03, step_size=0.893, tol=1.7e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2262.84it/s, iter=3.62e+03, step_size=0.893, tol=1.69e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2261.96it/s, iter=3.62e+03, step_size=0.893, tol=1.69e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2261.67it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2260.68it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2260.40it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2259.52it/s, iter=3.62e+03, step_size=0.893, tol=1.68e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2259.22it/s, iter=3.62e+03, step_size=0.893, tol=1.67e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2258.28it/s, iter=3.62e+03, step_size=0.893, tol=1.67e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2258.01it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2257.21it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2256.95it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2256.12it/s, iter=3.62e+03, step_size=0.893, tol=1.66e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2255.84it/s, iter=3.62e+03, step_size=0.893, tol=1.65e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2254.89it/s, iter=3.62e+03, step_size=0.893, tol=1.65e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2254.62it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2253.81it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2253.55it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2252.75it/s, iter=3.62e+03, step_size=0.893, tol=1.64e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2252.49it/s, iter=3.62e+03, step_size=0.893, tol=1.63e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2251.70it/s, iter=3.62e+03, step_size=0.893, tol=1.63e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2251.42it/s, iter=3.62e+03, step_size=0.893, tol=1.62e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2250.65it/s, iter=3.62e+03, step_size=0.893, tol=1.62e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2250.40it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2249.53it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2249.26it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2248.48it/s, iter=3.63e+03, step_size=0.893, tol=1.61e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2248.24it/s, iter=3.63e+03, step_size=0.893, tol=1.6e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2247.47it/s, iter=3.63e+03, step_size=0.893, tol=1.6e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2247.22it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2246.33it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2245.95it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2245.18it/s, iter=3.63e+03, step_size=0.893, tol=1.59e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2244.94it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2244.33it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2244.15it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2243.55it/s, iter=3.63e+03, step_size=0.893, tol=1.58e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2243.14it/s, iter=3.63e+03, step_size=0.893, tol=1.57e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2241.81it/s, iter=3.63e+03, step_size=0.893, tol=1.57e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2241.45it/s, iter=3.63e+03, step_size=0.893, tol=1.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2240.81it/s, iter=3.63e+03, step_size=0.893, tol=1.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2240.54it/s, iter=3.64e+03, step_size=0.893, tol=1.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2239.52it/s, iter=3.64e+03, step_size=0.893, tol=1.56e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2239.25it/s, iter=3.64e+03, step_size=0.893, tol=1.55e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2238.47it/s, iter=3.64e+03, step_size=0.893, tol=1.55e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2238.22it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2237.56it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2237.40it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2236.91it/s, iter=3.64e+03, step_size=0.893, tol=1.54e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2236.75it/s, iter=3.64e+03, step_size=0.893, tol=1.53e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2236.30it/s, iter=3.64e+03, step_size=0.893, tol=1.53e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2236.15it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2235.71it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2235.56it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2235.12it/s, iter=3.64e+03, step_size=0.893, tol=1.52e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2234.96it/s, iter=3.64e+03, step_size=0.893, tol=1.51e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2234.53it/s, iter=3.64e+03, step_size=0.893, tol=1.51e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2234.38it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2233.94it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2233.79it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2233.35it/s, iter=3.64e+03, step_size=0.893, tol=1.5e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2233.19it/s, iter=3.64e+03, step_size=0.893, tol=1.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2232.75it/s, iter=3.64e+03, step_size=0.893, tol=1.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2232.60it/s, iter=3.65e+03, step_size=0.893, tol=1.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2232.02it/s, iter=3.65e+03, step_size=0.893, tol=1.49e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2231.87it/s, iter=3.65e+03, step_size=0.893, tol=1.48e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2231.43it/s, iter=3.65e+03, step_size=0.893, tol=1.48e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2231.28it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2230.85it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2230.70it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2230.26it/s, iter=3.65e+03, step_size=0.893, tol=1.47e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2230.11it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2229.67it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2229.52it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2229.07it/s, iter=3.65e+03, step_size=0.893, tol=1.46e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2228.92it/s, iter=3.65e+03, step_size=0.893, tol=1.45e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2228.49it/s, iter=3.65e+03, step_size=0.893, tol=1.45e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2228.34it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2227.90it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2227.75it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2227.32it/s, iter=3.65e+03, step_size=0.893, tol=1.44e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2227.17it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2226.73it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2226.58it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2226.04it/s, iter=3.66e+03, step_size=0.893, tol=1.43e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2225.88it/s, iter=3.66e+03, step_size=0.893, tol=1.42e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2225.45it/s, iter=3.66e+03, step_size=0.893, tol=1.42e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2225.30it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2224.79it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2224.64it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2224.15it/s, iter=3.66e+03, step_size=0.893, tol=1.41e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2223.95it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2223.51it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2223.36it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2222.93it/s, iter=3.66e+03, step_size=0.893, tol=1.4e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2222.78it/s, iter=3.66e+03, step_size=0.893, tol=1.39e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2222.10it/s, iter=3.66e+03, step_size=0.893, tol=1.39e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2221.94it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2221.49it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2221.32it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2220.70it/s, iter=3.66e+03, step_size=0.893, tol=1.38e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2220.30it/s, iter=3.66e+03, step_size=0.893, tol=1.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2219.38it/s, iter=3.66e+03, step_size=0.893, tol=1.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2219.03it/s, iter=3.67e+03, step_size=0.893, tol=1.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2218.49it/s, iter=3.67e+03, step_size=0.893, tol=1.37e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2218.34it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2217.89it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2217.73it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2217.25it/s, iter=3.67e+03, step_size=0.893, tol=1.36e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2217.01it/s, iter=3.67e+03, step_size=0.893, tol=1.35e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2216.49it/s, iter=3.67e+03, step_size=0.893, tol=1.35e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2216.32it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2215.80it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2215.64it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2215.14it/s, iter=3.67e+03, step_size=0.893, tol=1.34e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2214.94it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2214.53it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2214.39it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2213.97it/s, iter=3.67e+03, step_size=0.893, tol=1.33e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2213.82it/s, iter=3.67e+03, step_size=0.893, tol=1.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2213.41it/s, iter=3.67e+03, step_size=0.893, tol=1.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2213.26it/s, iter=3.68e+03, step_size=0.893, tol=1.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2212.85it/s, iter=3.68e+03, step_size=0.893, tol=1.32e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2212.70it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2212.27it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2212.13it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2211.70it/s, iter=3.68e+03, step_size=0.893, tol=1.31e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2211.56it/s, iter=3.68e+03, step_size=0.893, tol=1.3e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2211.14it/s, iter=3.68e+03, step_size=0.893, tol=1.3e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2211.00it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2210.57it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2210.43it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2210.01it/s, iter=3.68e+03, step_size=0.893, tol=1.29e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2209.87it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2209.35it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2209.21it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2208.79it/s, iter=3.68e+03, step_size=0.893, tol=1.28e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2208.64it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2208.20it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2208.05it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2207.65it/s, iter=3.68e+03, step_size=0.893, tol=1.27e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2207.51it/s, iter=3.68e+03, step_size=0.893, tol=1.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2207.10it/s, iter=3.68e+03, step_size=0.893, tol=1.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2206.96it/s, iter=3.69e+03, step_size=0.893, tol=1.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2206.55it/s, iter=3.69e+03, step_size=0.893, tol=1.26e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2206.41it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2206.01it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2205.84it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2205.42it/s, iter=3.69e+03, step_size=0.893, tol=1.25e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2205.26it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2204.82it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2204.68it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2204.27it/s, iter=3.69e+03, step_size=0.893, tol=1.24e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2204.14it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2203.60it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2203.47it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2203.06it/s, iter=3.69e+03, step_size=0.893, tol=1.23e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2202.92it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2202.51it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2202.38it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2201.97it/s, iter=3.69e+03, step_size=0.893, tol=1.22e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2201.83it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2201.43it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2201.29it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2200.85it/s, iter=3.7e+03, step_size=0.893, tol=1.21e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2200.71it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2200.30it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 69%|######9 | 3473/5000 [00:01<00:00, 2200.16it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2343.23it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2342.81it/s, iter=3.7e+03, step_size=0.893, tol=1.2e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2342.66it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2342.17it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2341.88it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2341.38it/s, iter=3.7e+03, step_size=0.893, tol=1.19e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2341.11it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2340.16it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2339.80it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2339.29it/s, iter=3.7e+03, step_size=0.893, tol=1.18e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2339.14it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2338.67it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2338.52it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2338.09it/s, iter=3.7e+03, step_size=0.893, tol=1.17e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2337.94it/s, iter=3.70e+03, step_size=0.893, tol=1.16e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2337.52it/s, iter=3.70e+03, step_size=0.893, tol=1.16e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2337.37it/s, iter=3.71e+03, step_size=0.893, tol=1.16e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2336.83it/s, iter=3.71e+03, step_size=0.893, tol=1.16e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2336.66it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2335.93it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2335.72it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2335.12it/s, iter=3.71e+03, step_size=0.893, tol=1.15e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2334.92it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2334.38it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2334.19it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2333.74it/s, iter=3.71e+03, step_size=0.893, tol=1.14e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2333.58it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2332.86it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2332.69it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2332.26it/s, iter=3.71e+03, step_size=0.893, tol=1.13e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2332.12it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2331.69it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2331.54it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2331.12it/s, iter=3.71e+03, step_size=0.893, tol=1.12e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2330.97it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2330.54it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2330.39it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2329.97it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2329.82it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2329.27it/s, iter=3.72e+03, step_size=0.893, tol=1.11e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2329.13it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2328.71it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2328.56it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2328.14it/s, iter=3.72e+03, step_size=0.893, tol=1.1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2327.99it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2327.57it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2327.38it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2326.96it/s, iter=3.72e+03, step_size=0.893, tol=1.09e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2326.81it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2326.39it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2326.25it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2325.83it/s, iter=3.72e+03, step_size=0.893, tol=1.08e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2325.66it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2324.92it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2324.77it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2324.35it/s, iter=3.72e+03, step_size=0.893, tol=1.07e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2324.20it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2323.72it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2323.51it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2323.09it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2322.94it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2322.51it/s, iter=3.73e+03, step_size=0.893, tol=1.06e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2322.37it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2321.94it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2321.79it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2321.37it/s, iter=3.73e+03, step_size=0.893, tol=1.05e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2321.22it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2320.80it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2320.65it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2320.23it/s, iter=3.73e+03, step_size=0.893, tol=1.04e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2320.08it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2319.61it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2319.46it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2318.99it/s, iter=3.73e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2318.80it/s, iter=3.74e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2318.34it/s, iter=3.74e+03, step_size=0.893, tol=1.03e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2318.19it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2317.56it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2317.30it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2316.79it/s, iter=3.74e+03, step_size=0.893, tol=1.02e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2316.64it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2316.13it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2315.75it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2314.57it/s, iter=3.74e+03, step_size=0.893, tol=1.01e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2314.32it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2313.85it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2313.70it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2313.23it/s, iter=3.74e+03, step_size=0.893, tol=1e-09]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2313.07it/s, iter=3.74e+03, step_size=0.893, tol=9.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2312.60it/s, iter=3.74e+03, step_size=0.893, tol=9.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2312.44it/s, iter=3.74e+03, step_size=0.893, tol=9.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2311.86it/s, iter=3.74e+03, step_size=0.893, tol=9.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2311.70it/s, iter=3.74e+03, step_size=0.893, tol=9.87e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2311.24it/s, iter=3.74e+03, step_size=0.893, tol=9.87e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2311.08it/s, iter=3.74e+03, step_size=0.893, tol=9.83e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2310.62it/s, iter=3.74e+03, step_size=0.893, tol=9.83e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2310.46it/s, iter=3.75e+03, step_size=0.893, tol=9.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2310.00it/s, iter=3.75e+03, step_size=0.893, tol=9.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2309.84it/s, iter=3.75e+03, step_size=0.893, tol=9.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2309.38it/s, iter=3.75e+03, step_size=0.893, tol=9.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2309.22it/s, iter=3.75e+03, step_size=0.893, tol=9.71e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2308.76it/s, iter=3.75e+03, step_size=0.893, tol=9.71e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2308.60it/s, iter=3.75e+03, step_size=0.893, tol=9.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2308.13it/s, iter=3.75e+03, step_size=0.893, tol=9.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2307.98it/s, iter=3.75e+03, step_size=0.893, tol=9.63e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2307.56it/s, iter=3.75e+03, step_size=0.893, tol=9.63e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2307.41it/s, iter=3.75e+03, step_size=0.893, tol=9.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2306.98it/s, iter=3.75e+03, step_size=0.893, tol=9.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2306.84it/s, iter=3.75e+03, step_size=0.893, tol=9.55e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2306.41it/s, iter=3.75e+03, step_size=0.893, tol=9.55e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2306.19it/s, iter=3.75e+03, step_size=0.893, tol=9.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2305.76it/s, iter=3.75e+03, step_size=0.893, tol=9.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2305.62it/s, iter=3.75e+03, step_size=0.893, tol=9.47e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2305.14it/s, iter=3.75e+03, step_size=0.893, tol=9.47e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2305.00it/s, iter=3.76e+03, step_size=0.893, tol=9.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2304.34it/s, iter=3.76e+03, step_size=0.893, tol=9.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2304.07it/s, iter=3.76e+03, step_size=0.893, tol=9.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2303.48it/s, iter=3.76e+03, step_size=0.893, tol=9.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2303.16it/s, iter=3.76e+03, step_size=0.893, tol=9.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2302.41it/s, iter=3.76e+03, step_size=0.893, tol=9.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2302.27it/s, iter=3.76e+03, step_size=0.893, tol=9.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2301.81it/s, iter=3.76e+03, step_size=0.893, tol=9.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2301.51it/s, iter=3.76e+03, step_size=0.893, tol=9.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2300.88it/s, iter=3.76e+03, step_size=0.893, tol=9.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2300.74it/s, iter=3.76e+03, step_size=0.893, tol=9.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2300.21it/s, iter=3.76e+03, step_size=0.893, tol=9.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2300.07it/s, iter=3.76e+03, step_size=0.893, tol=9.2e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2299.65it/s, iter=3.76e+03, step_size=0.893, tol=9.2e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2299.51it/s, iter=3.76e+03, step_size=0.893, tol=9.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2299.09it/s, iter=3.76e+03, step_size=0.893, tol=9.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2298.95it/s, iter=3.76e+03, step_size=0.893, tol=9.12e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2298.53it/s, iter=3.76e+03, step_size=0.893, tol=9.12e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2298.39it/s, iter=3.76e+03, step_size=0.893, tol=9.08e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2297.98it/s, iter=3.76e+03, step_size=0.893, tol=9.08e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2297.84it/s, iter=3.76e+03, step_size=0.893, tol=9.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2297.38it/s, iter=3.76e+03, step_size=0.893, tol=9.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2297.24it/s, iter=3.77e+03, step_size=0.893, tol=9.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2296.83it/s, iter=3.77e+03, step_size=0.893, tol=9.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2296.68it/s, iter=3.77e+03, step_size=0.893, tol=8.97e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2296.22it/s, iter=3.77e+03, step_size=0.893, tol=8.97e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2296.07it/s, iter=3.77e+03, step_size=0.893, tol=8.93e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2295.62it/s, iter=3.77e+03, step_size=0.893, tol=8.93e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2295.47it/s, iter=3.77e+03, step_size=0.893, tol=8.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2295.06it/s, iter=3.77e+03, step_size=0.893, tol=8.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2294.86it/s, iter=3.77e+03, step_size=0.893, tol=8.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2294.42it/s, iter=3.77e+03, step_size=0.893, tol=8.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2294.28it/s, iter=3.77e+03, step_size=0.893, tol=8.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2293.84it/s, iter=3.77e+03, step_size=0.893, tol=8.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2293.56it/s, iter=3.77e+03, step_size=0.893, tol=8.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2293.05it/s, iter=3.77e+03, step_size=0.893, tol=8.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2292.87it/s, iter=3.77e+03, step_size=0.893, tol=8.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2291.72it/s, iter=3.77e+03, step_size=0.893, tol=8.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2291.29it/s, iter=3.77e+03, step_size=0.893, tol=8.71e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2290.69it/s, iter=3.77e+03, step_size=0.893, tol=8.71e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2290.55it/s, iter=3.78e+03, step_size=0.893, tol=8.68e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2290.14it/s, iter=3.78e+03, step_size=0.893, tol=8.68e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2290.00it/s, iter=3.78e+03, step_size=0.893, tol=8.64e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2289.55it/s, iter=3.78e+03, step_size=0.893, tol=8.64e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2289.40it/s, iter=3.78e+03, step_size=0.893, tol=8.6e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2288.87it/s, iter=3.78e+03, step_size=0.893, tol=8.6e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2288.73it/s, iter=3.78e+03, step_size=0.893, tol=8.57e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2288.32it/s, iter=3.78e+03, step_size=0.893, tol=8.57e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2288.16it/s, iter=3.78e+03, step_size=0.893, tol=8.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2287.56it/s, iter=3.78e+03, step_size=0.893, tol=8.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2287.34it/s, iter=3.78e+03, step_size=0.893, tol=8.5e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2286.92it/s, iter=3.78e+03, step_size=0.893, tol=8.5e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2286.78it/s, iter=3.78e+03, step_size=0.893, tol=8.46e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2286.32it/s, iter=3.78e+03, step_size=0.893, tol=8.46e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2286.17it/s, iter=3.78e+03, step_size=0.893, tol=8.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2285.73it/s, iter=3.78e+03, step_size=0.893, tol=8.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2285.57it/s, iter=3.78e+03, step_size=0.893, tol=8.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2285.15it/s, iter=3.78e+03, step_size=0.893, tol=8.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2285.01it/s, iter=3.78e+03, step_size=0.893, tol=8.36e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2284.56it/s, iter=3.78e+03, step_size=0.893, tol=8.36e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2284.42it/s, iter=3.78e+03, step_size=0.893, tol=8.32e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2284.01it/s, iter=3.78e+03, step_size=0.893, tol=8.32e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2283.87it/s, iter=3.79e+03, step_size=0.893, tol=8.29e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2283.38it/s, iter=3.79e+03, step_size=0.893, tol=8.29e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2283.24it/s, iter=3.79e+03, step_size=0.893, tol=8.25e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2282.83it/s, iter=3.79e+03, step_size=0.893, tol=8.25e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2282.69it/s, iter=3.79e+03, step_size=0.893, tol=8.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2282.28it/s, iter=3.79e+03, step_size=0.893, tol=8.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2282.14it/s, iter=3.79e+03, step_size=0.893, tol=8.18e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2281.73it/s, iter=3.79e+03, step_size=0.893, tol=8.18e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2281.60it/s, iter=3.79e+03, step_size=0.893, tol=8.15e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2281.19it/s, iter=3.79e+03, step_size=0.893, tol=8.15e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2281.05it/s, iter=3.79e+03, step_size=0.893, tol=8.12e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2280.64it/s, iter=3.79e+03, step_size=0.893, tol=8.12e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2280.50it/s, iter=3.79e+03, step_size=0.893, tol=8.08e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2280.09it/s, iter=3.79e+03, step_size=0.893, tol=8.08e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2279.95it/s, iter=3.79e+03, step_size=0.893, tol=8.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2279.55it/s, iter=3.79e+03, step_size=0.893, tol=8.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2279.41it/s, iter=3.79e+03, step_size=0.893, tol=8.02e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2279.00it/s, iter=3.79e+03, step_size=0.893, tol=8.02e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2278.86it/s, iter=3.8e+03, step_size=0.893, tol=7.98e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2278.45it/s, iter=3.8e+03, step_size=0.893, tol=7.98e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2278.31it/s, iter=3.8e+03, step_size=0.893, tol=7.95e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2277.85it/s, iter=3.8e+03, step_size=0.893, tol=7.95e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2277.72it/s, iter=3.8e+03, step_size=0.893, tol=7.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2277.15it/s, iter=3.8e+03, step_size=0.893, tol=7.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2277.00it/s, iter=3.8e+03, step_size=0.893, tol=7.88e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2276.59it/s, iter=3.8e+03, step_size=0.893, tol=7.88e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2276.45it/s, iter=3.8e+03, step_size=0.893, tol=7.85e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2276.05it/s, iter=3.8e+03, step_size=0.893, tol=7.85e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2275.91it/s, iter=3.8e+03, step_size=0.893, tol=7.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2275.50it/s, iter=3.8e+03, step_size=0.893, tol=7.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2275.37it/s, iter=3.8e+03, step_size=0.893, tol=7.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2274.96it/s, iter=3.8e+03, step_size=0.893, tol=7.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2274.82it/s, iter=3.8e+03, step_size=0.893, tol=7.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2274.42it/s, iter=3.8e+03, step_size=0.893, tol=7.75e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2274.28it/s, iter=3.8e+03, step_size=0.893, tol=7.72e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2273.88it/s, iter=3.8e+03, step_size=0.893, tol=7.72e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2273.72it/s, iter=3.8e+03, step_size=0.893, tol=7.69e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2273.23it/s, iter=3.8e+03, step_size=0.893, tol=7.69e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2273.06it/s, iter=3.80e+03, step_size=0.893, tol=7.66e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2272.24it/s, iter=3.80e+03, step_size=0.893, tol=7.66e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2272.09it/s, iter=3.81e+03, step_size=0.893, tol=7.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2271.60it/s, iter=3.81e+03, step_size=0.893, tol=7.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2271.45it/s, iter=3.81e+03, step_size=0.893, tol=7.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2271.00it/s, iter=3.81e+03, step_size=0.893, tol=7.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2270.84it/s, iter=3.81e+03, step_size=0.893, tol=7.56e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2270.36it/s, iter=3.81e+03, step_size=0.893, tol=7.56e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2270.06it/s, iter=3.81e+03, step_size=0.893, tol=7.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2269.54it/s, iter=3.81e+03, step_size=0.893, tol=7.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2269.36it/s, iter=3.81e+03, step_size=0.893, tol=7.5e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2268.33it/s, iter=3.81e+03, step_size=0.893, tol=7.5e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2267.99it/s, iter=3.81e+03, step_size=0.893, tol=7.47e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2267.01it/s, iter=3.81e+03, step_size=0.893, tol=7.47e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2266.70it/s, iter=3.81e+03, step_size=0.893, tol=7.44e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2266.20it/s, iter=3.81e+03, step_size=0.893, tol=7.44e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2266.05it/s, iter=3.81e+03, step_size=0.893, tol=7.41e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2265.60it/s, iter=3.81e+03, step_size=0.893, tol=7.41e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2265.46it/s, iter=3.81e+03, step_size=0.893, tol=7.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2265.05it/s, iter=3.81e+03, step_size=0.893, tol=7.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2264.91it/s, iter=3.82e+03, step_size=0.893, tol=7.34e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2264.50it/s, iter=3.82e+03, step_size=0.893, tol=7.34e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2264.36it/s, iter=3.82e+03, step_size=0.893, tol=7.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2263.95it/s, iter=3.82e+03, step_size=0.893, tol=7.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2263.80it/s, iter=3.82e+03, step_size=0.893, tol=7.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2263.39it/s, iter=3.82e+03, step_size=0.893, tol=7.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2263.25it/s, iter=3.82e+03, step_size=0.893, tol=7.25e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2262.84it/s, iter=3.82e+03, step_size=0.893, tol=7.25e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2262.71it/s, iter=3.82e+03, step_size=0.893, tol=7.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2262.30it/s, iter=3.82e+03, step_size=0.893, tol=7.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2262.16it/s, iter=3.82e+03, step_size=0.893, tol=7.19e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2261.75it/s, iter=3.82e+03, step_size=0.893, tol=7.19e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2261.61it/s, iter=3.82e+03, step_size=0.893, tol=7.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2261.08it/s, iter=3.82e+03, step_size=0.893, tol=7.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2260.94it/s, iter=3.82e+03, step_size=0.893, tol=7.13e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2260.53it/s, iter=3.82e+03, step_size=0.893, tol=7.13e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2260.39it/s, iter=3.82e+03, step_size=0.893, tol=7.1e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2259.98it/s, iter=3.82e+03, step_size=0.893, tol=7.1e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2259.84it/s, iter=3.82e+03, step_size=0.893, tol=7.07e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2259.44it/s, iter=3.82e+03, step_size=0.893, tol=7.07e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2259.30it/s, iter=3.82e+03, step_size=0.893, tol=7.04e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2258.89it/s, iter=3.82e+03, step_size=0.893, tol=7.04e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2258.73it/s, iter=3.83e+03, step_size=0.893, tol=7.02e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2258.33it/s, iter=3.83e+03, step_size=0.893, tol=7.02e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2258.20it/s, iter=3.83e+03, step_size=0.893, tol=6.99e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2257.80it/s, iter=3.83e+03, step_size=0.893, tol=6.99e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2257.66it/s, iter=3.83e+03, step_size=0.893, tol=6.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2257.26it/s, iter=3.83e+03, step_size=0.893, tol=6.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2257.13it/s, iter=3.83e+03, step_size=0.893, tol=6.93e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2256.72it/s, iter=3.83e+03, step_size=0.893, tol=6.93e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2256.58it/s, iter=3.83e+03, step_size=0.893, tol=6.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2256.18it/s, iter=3.83e+03, step_size=0.893, tol=6.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2256.04it/s, iter=3.83e+03, step_size=0.893, tol=6.87e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2255.51it/s, iter=3.83e+03, step_size=0.893, tol=6.87e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2255.37it/s, iter=3.83e+03, step_size=0.893, tol=6.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2254.93it/s, iter=3.83e+03, step_size=0.893, tol=6.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2254.76it/s, iter=3.83e+03, step_size=0.893, tol=6.81e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2253.90it/s, iter=3.83e+03, step_size=0.893, tol=6.81e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2253.76it/s, iter=3.83e+03, step_size=0.893, tol=6.78e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2253.36it/s, iter=3.83e+03, step_size=0.893, tol=6.78e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2253.22it/s, iter=3.84e+03, step_size=0.893, tol=6.76e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2252.82it/s, iter=3.84e+03, step_size=0.893, tol=6.76e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2252.68it/s, iter=3.84e+03, step_size=0.893, tol=6.73e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2252.24it/s, iter=3.84e+03, step_size=0.893, tol=6.73e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2252.10it/s, iter=3.84e+03, step_size=0.893, tol=6.7e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2251.70it/s, iter=3.84e+03, step_size=0.893, tol=6.7e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2251.57it/s, iter=3.84e+03, step_size=0.893, tol=6.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2251.13it/s, iter=3.84e+03, step_size=0.893, tol=6.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2250.95it/s, iter=3.84e+03, step_size=0.893, tol=6.65e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2250.49it/s, iter=3.84e+03, step_size=0.893, tol=6.65e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2250.22it/s, iter=3.84e+03, step_size=0.893, tol=6.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2249.64it/s, iter=3.84e+03, step_size=0.893, tol=6.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2249.46it/s, iter=3.84e+03, step_size=0.893, tol=6.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2248.92it/s, iter=3.84e+03, step_size=0.893, tol=6.59e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2248.74it/s, iter=3.84e+03, step_size=0.893, tol=6.56e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2248.24it/s, iter=3.84e+03, step_size=0.893, tol=6.56e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2248.07it/s, iter=3.84e+03, step_size=0.893, tol=6.54e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2247.62it/s, iter=3.84e+03, step_size=0.893, tol=6.54e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2247.45it/s, iter=3.84e+03, step_size=0.893, tol=6.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2246.80it/s, iter=3.84e+03, step_size=0.893, tol=6.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2246.66it/s, iter=3.84e+03, step_size=0.893, tol=6.48e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2246.24it/s, iter=3.84e+03, step_size=0.893, tol=6.48e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2246.09it/s, iter=3.85e+03, step_size=0.893, tol=6.45e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2245.56it/s, iter=3.85e+03, step_size=0.893, tol=6.45e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2245.32it/s, iter=3.85e+03, step_size=0.893, tol=6.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2244.87it/s, iter=3.85e+03, step_size=0.893, tol=6.43e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2244.63it/s, iter=3.85e+03, step_size=0.893, tol=6.4e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2243.82it/s, iter=3.85e+03, step_size=0.893, tol=6.4e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2243.56it/s, iter=3.85e+03, step_size=0.893, tol=6.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2243.00it/s, iter=3.85e+03, step_size=0.893, tol=6.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2242.85it/s, iter=3.85e+03, step_size=0.893, tol=6.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2242.35it/s, iter=3.85e+03, step_size=0.893, tol=6.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2242.19it/s, iter=3.85e+03, step_size=0.893, tol=6.32e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2241.50it/s, iter=3.85e+03, step_size=0.893, tol=6.32e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2241.31it/s, iter=3.85e+03, step_size=0.893, tol=6.29e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2240.74it/s, iter=3.85e+03, step_size=0.893, tol=6.29e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2240.58it/s, iter=3.85e+03, step_size=0.893, tol=6.27e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2239.99it/s, iter=3.85e+03, step_size=0.893, tol=6.27e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2239.82it/s, iter=3.85e+03, step_size=0.893, tol=6.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2239.19it/s, iter=3.85e+03, step_size=0.893, tol=6.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2239.05it/s, iter=3.86e+03, step_size=0.893, tol=6.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2238.64it/s, iter=3.86e+03, step_size=0.893, tol=6.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2238.49it/s, iter=3.86e+03, step_size=0.893, tol=6.19e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2238.08it/s, iter=3.86e+03, step_size=0.893, tol=6.19e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2237.94it/s, iter=3.86e+03, step_size=0.893, tol=6.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2237.52it/s, iter=3.86e+03, step_size=0.893, tol=6.16e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2237.38it/s, iter=3.86e+03, step_size=0.893, tol=6.14e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2236.97it/s, iter=3.86e+03, step_size=0.893, tol=6.14e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2236.83it/s, iter=3.86e+03, step_size=0.893, tol=6.11e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2236.36it/s, iter=3.86e+03, step_size=0.893, tol=6.11e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2236.22it/s, iter=3.86e+03, step_size=0.893, tol=6.09e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2235.80it/s, iter=3.86e+03, step_size=0.893, tol=6.09e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2235.66it/s, iter=3.86e+03, step_size=0.893, tol=6.06e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2235.25it/s, iter=3.86e+03, step_size=0.893, tol=6.06e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2235.11it/s, iter=3.86e+03, step_size=0.893, tol=6.04e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2234.69it/s, iter=3.86e+03, step_size=0.893, tol=6.04e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2234.56it/s, iter=3.86e+03, step_size=0.893, tol=6.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2234.14it/s, iter=3.86e+03, step_size=0.893, tol=6.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2234.00it/s, iter=3.86e+03, step_size=0.893, tol=5.99e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2233.49it/s, iter=3.86e+03, step_size=0.893, tol=5.99e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2233.35it/s, iter=3.86e+03, step_size=0.893, tol=5.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2232.94it/s, iter=3.86e+03, step_size=0.893, tol=5.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2232.80it/s, iter=3.87e+03, step_size=0.893, tol=5.94e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2232.39it/s, iter=3.87e+03, step_size=0.893, tol=5.94e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2232.24it/s, iter=3.87e+03, step_size=0.893, tol=5.91e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2231.63it/s, iter=3.87e+03, step_size=0.893, tol=5.91e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2231.45it/s, iter=3.87e+03, step_size=0.893, tol=5.89e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2231.02it/s, iter=3.87e+03, step_size=0.893, tol=5.89e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2230.87it/s, iter=3.87e+03, step_size=0.893, tol=5.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2230.44it/s, iter=3.87e+03, step_size=0.893, tol=5.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2230.30it/s, iter=3.87e+03, step_size=0.893, tol=5.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2229.87it/s, iter=3.87e+03, step_size=0.893, tol=5.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2229.72it/s, iter=3.87e+03, step_size=0.893, tol=5.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2229.29it/s, iter=3.87e+03, step_size=0.893, tol=5.82e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2229.14it/s, iter=3.87e+03, step_size=0.893, tol=5.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2228.71it/s, iter=3.87e+03, step_size=0.893, tol=5.79e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2228.50it/s, iter=3.87e+03, step_size=0.893, tol=5.77e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2228.03it/s, iter=3.87e+03, step_size=0.893, tol=5.77e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2227.88it/s, iter=3.87e+03, step_size=0.893, tol=5.74e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2227.45it/s, iter=3.87e+03, step_size=0.893, tol=5.74e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2227.30it/s, iter=3.88e+03, step_size=0.893, tol=5.72e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2226.87it/s, iter=3.88e+03, step_size=0.893, tol=5.72e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2226.73it/s, iter=3.88e+03, step_size=0.893, tol=5.7e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2226.25it/s, iter=3.88e+03, step_size=0.893, tol=5.7e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2226.10it/s, iter=3.88e+03, step_size=0.893, tol=5.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2225.67it/s, iter=3.88e+03, step_size=0.893, tol=5.67e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2225.53it/s, iter=3.88e+03, step_size=0.893, tol=5.65e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2225.10it/s, iter=3.88e+03, step_size=0.893, tol=5.65e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2224.93it/s, iter=3.88e+03, step_size=0.893, tol=5.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2224.35it/s, iter=3.88e+03, step_size=0.893, tol=5.62e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2224.21it/s, iter=3.88e+03, step_size=0.893, tol=5.6e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2223.80it/s, iter=3.88e+03, step_size=0.893, tol=5.6e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2223.65it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2223.14it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2222.90it/s, iter=3.88e+03, step_size=0.893, tol=5.55e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2222.46it/s, iter=3.88e+03, step_size=0.893, tol=5.55e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2222.32it/s, iter=3.88e+03, step_size=0.893, tol=5.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2221.59it/s, iter=3.88e+03, step_size=0.893, tol=5.53e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2221.41it/s, iter=3.88e+03, step_size=0.893, tol=5.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2220.99it/s, iter=3.88e+03, step_size=0.893, tol=5.51e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2220.85it/s, iter=3.88e+03, step_size=0.893, tol=5.49e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2220.44it/s, iter=3.88e+03, step_size=0.893, tol=5.49e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2220.30it/s, iter=3.89e+03, step_size=0.893, tol=5.46e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2219.84it/s, iter=3.89e+03, step_size=0.893, tol=5.46e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2219.68it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2219.00it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2218.84it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2218.43it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2218.29it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2217.81it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2217.63it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2217.23it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2217.09it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2216.68it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2216.54it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2216.13it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2215.99it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2215.58it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2215.44it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2215.04it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2214.90it/s, iter=3.9e+03, step_size=0.893, tol=5.26e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2214.49it/s, iter=3.9e+03, step_size=0.893, tol=5.26e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2214.35it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2213.95it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2213.81it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2213.41it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2213.27it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2212.86it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2212.72it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2212.23it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2212.09it/s, iter=3.9e+03, step_size=0.893, tol=5.15e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2211.69it/s, iter=3.9e+03, step_size=0.893, tol=5.15e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2211.55it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2211.15it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2211.01it/s, iter=3.9e+03, step_size=0.893, tol=5.11e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2210.61it/s, iter=3.9e+03, step_size=0.893, tol=5.11e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2210.47it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2210.07it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2209.93it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2209.53it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2209.39it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2208.98it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2208.84it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2208.44it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2208.30it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2207.91it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2207.77it/s, iter=3.91e+03, step_size=0.893, tol=4.98e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2207.36it/s, iter=3.91e+03, step_size=0.893, tol=4.98e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2207.13it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2206.72it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2206.59it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2206.19it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2206.05it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2205.60it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2205.46it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2205.06it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2204.92it/s, iter=3.91e+03, step_size=0.893, tol=4.88e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2204.52it/s, iter=3.91e+03, step_size=0.893, tol=4.88e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2204.38it/s, iter=3.91e+03, step_size=0.893, tol=4.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2203.98it/s, iter=3.91e+03, step_size=0.893, tol=4.86e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2203.84it/s, iter=3.92e+03, step_size=0.893, tol=4.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2203.44it/s, iter=3.92e+03, step_size=0.893, tol=4.84e-10]
PGD: 74%|#######3 | 3699/5000 [00:01<00:00, 2203.31it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2333.05it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2332.60it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2332.22it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2331.55it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2331.40it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2330.89it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2330.65it/s, iter=3.92e+03, step_size=0.893, tol=4.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2330.19it/s, iter=3.92e+03, step_size=0.893, tol=4.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2330.05it/s, iter=3.92e+03, step_size=0.893, tol=4.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2329.63it/s, iter=3.92e+03, step_size=0.893, tol=4.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2329.38it/s, iter=3.92e+03, step_size=0.893, tol=4.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2328.98it/s, iter=3.92e+03, step_size=0.893, tol=4.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2328.84it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2328.44it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2328.30it/s, iter=3.92e+03, step_size=0.893, tol=4.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2327.90it/s, iter=3.92e+03, step_size=0.893, tol=4.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2327.77it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2327.36it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2327.23it/s, iter=3.92e+03, step_size=0.893, tol=4.64e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2326.82it/s, iter=3.92e+03, step_size=0.893, tol=4.64e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2326.69it/s, iter=3.93e+03, step_size=0.893, tol=4.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2326.06it/s, iter=3.93e+03, step_size=0.893, tol=4.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2325.82it/s, iter=3.93e+03, step_size=0.893, tol=4.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2325.26it/s, iter=3.93e+03, step_size=0.893, tol=4.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2325.12it/s, iter=3.93e+03, step_size=0.893, tol=4.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2324.70it/s, iter=3.93e+03, step_size=0.893, tol=4.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2324.56it/s, iter=3.93e+03, step_size=0.893, tol=4.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2324.13it/s, iter=3.93e+03, step_size=0.893, tol=4.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2323.98it/s, iter=3.93e+03, step_size=0.893, tol=4.55e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2323.56it/s, iter=3.93e+03, step_size=0.893, tol=4.55e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2323.41it/s, iter=3.93e+03, step_size=0.893, tol=4.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2322.98it/s, iter=3.93e+03, step_size=0.893, tol=4.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2322.84it/s, iter=3.93e+03, step_size=0.893, tol=4.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2322.41it/s, iter=3.93e+03, step_size=0.893, tol=4.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2322.27it/s, iter=3.93e+03, step_size=0.893, tol=4.49e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2321.84it/s, iter=3.93e+03, step_size=0.893, tol=4.49e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2321.70it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2321.28it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2321.14it/s, iter=3.94e+03, step_size=0.893, tol=4.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2320.60it/s, iter=3.94e+03, step_size=0.893, tol=4.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2320.45it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2320.03it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2319.88it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2319.41it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2319.26it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2318.85it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2318.70it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2318.28it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2318.14it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2317.72it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2317.58it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2317.16it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2317.02it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2316.60it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2316.45it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2316.01it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2315.85it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2315.37it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2315.15it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2314.65it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2314.51it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2314.09it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2313.94it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2313.52it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2313.38it/s, iter=3.95e+03, step_size=0.893, tol=4.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2312.96it/s, iter=3.95e+03, step_size=0.893, tol=4.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2312.82it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2312.40it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2312.26it/s, iter=3.95e+03, step_size=0.893, tol=4.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2311.85it/s, iter=3.95e+03, step_size=0.893, tol=4.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2311.71it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2311.29it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2311.15it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2310.74it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2310.60it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2310.18it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2310.04it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2309.47it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2309.21it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2308.72it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2308.58it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2308.16it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2308.02it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2307.37it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2307.20it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2306.79it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2306.63it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2306.24it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2306.11it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2305.71it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2305.58it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2305.18it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2305.05it/s, iter=3.96e+03, step_size=0.893, tol=3.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2304.65it/s, iter=3.96e+03, step_size=0.893, tol=3.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2304.52it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2303.99it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2303.79it/s, iter=3.96e+03, step_size=0.893, tol=3.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2303.30it/s, iter=3.96e+03, step_size=0.893, tol=3.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2303.14it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2302.66it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2302.52it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2302.13it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2302.00it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2301.61it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2301.47it/s, iter=3.97e+03, step_size=0.893, tol=3.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2301.07it/s, iter=3.97e+03, step_size=0.893, tol=3.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2300.94it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2300.54it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2300.41it/s, iter=3.97e+03, step_size=0.893, tol=3.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2300.02it/s, iter=3.97e+03, step_size=0.893, tol=3.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2299.89it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2299.49it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2299.36it/s, iter=3.97e+03, step_size=0.893, tol=3.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2298.91it/s, iter=3.97e+03, step_size=0.893, tol=3.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2298.74it/s, iter=3.97e+03, step_size=0.893, tol=3.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2298.35it/s, iter=3.97e+03, step_size=0.893, tol=3.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2298.21it/s, iter=3.97e+03, step_size=0.893, tol=3.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2297.82it/s, iter=3.97e+03, step_size=0.893, tol=3.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2297.69it/s, iter=3.98e+03, step_size=0.893, tol=3.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2297.30it/s, iter=3.98e+03, step_size=0.893, tol=3.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2297.16it/s, iter=3.98e+03, step_size=0.893, tol=3.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2296.72it/s, iter=3.98e+03, step_size=0.893, tol=3.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2296.58it/s, iter=3.98e+03, step_size=0.893, tol=3.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2296.19it/s, iter=3.98e+03, step_size=0.893, tol=3.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2296.06it/s, iter=3.98e+03, step_size=0.893, tol=3.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2295.67it/s, iter=3.98e+03, step_size=0.893, tol=3.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2295.54it/s, iter=3.98e+03, step_size=0.893, tol=3.71e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2295.14it/s, iter=3.98e+03, step_size=0.893, tol=3.71e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2295.01it/s, iter=3.98e+03, step_size=0.893, tol=3.69e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2294.62it/s, iter=3.98e+03, step_size=0.893, tol=3.69e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2294.48it/s, iter=3.98e+03, step_size=0.893, tol=3.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2294.08it/s, iter=3.98e+03, step_size=0.893, tol=3.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2293.95it/s, iter=3.98e+03, step_size=0.893, tol=3.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2293.48it/s, iter=3.98e+03, step_size=0.893, tol=3.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2293.31it/s, iter=3.98e+03, step_size=0.893, tol=3.65e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2292.91it/s, iter=3.98e+03, step_size=0.893, tol=3.65e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2292.78it/s, iter=3.98e+03, step_size=0.893, tol=3.63e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2292.39it/s, iter=3.98e+03, step_size=0.893, tol=3.63e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2292.26it/s, iter=3.98e+03, step_size=0.893, tol=3.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2291.87it/s, iter=3.98e+03, step_size=0.893, tol=3.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2291.74it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2291.35it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2291.22it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2290.83it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2290.69it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2290.30it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2290.17it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2289.78it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2289.65it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2289.26it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2289.13it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2288.74it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2288.61it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2288.15it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2287.95it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2287.56it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2287.43it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2287.02it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2286.87it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2286.48it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2286.35it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2285.96it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2285.83it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2285.44it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2285.31it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2284.92it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2284.79it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2284.39it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2284.26it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2283.88it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2283.75it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2283.36it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2283.23it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2282.75it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2282.62it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2282.23it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2282.10it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2281.72it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2281.59it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2281.20it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2281.07it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2280.69it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2280.56it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2280.18it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2280.05it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2279.66it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2279.53it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2279.04it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2278.83it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2278.45it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2278.31it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2277.93it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2277.80it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2277.34it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2277.21it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2276.81it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2276.68it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2276.30it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2276.17it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2275.78it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2275.65it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2275.27it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2275.14it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2274.76it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2274.63it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2274.25it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2274.12it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2273.74it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2273.61it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2273.23it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2273.10it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2272.64it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2272.50it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2272.00it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2271.86it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2271.44it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2271.31it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2270.93it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2270.80it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2270.42it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2270.29it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2269.91it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2269.77it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2269.39it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2269.26it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2268.88it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2268.75it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2268.36it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2268.23it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2267.85it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2267.72it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2267.33it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2267.20it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2266.77it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2266.64it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2266.26it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2266.13it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2265.75it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2265.62it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2265.22it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2265.07it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2264.65it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2264.52it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2264.14it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2264.01it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2263.56it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2263.41it/s, iter=4.04e+03, step_size=0.893, tol=2.89e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2263.03it/s, iter=4.04e+03, step_size=0.893, tol=2.89e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2262.90it/s, iter=4.04e+03, step_size=0.893, tol=2.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2262.51it/s, iter=4.04e+03, step_size=0.893, tol=2.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2262.38it/s, iter=4.04e+03, step_size=0.893, tol=2.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2262.01it/s, iter=4.04e+03, step_size=0.893, tol=2.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2261.88it/s, iter=4.04e+03, step_size=0.893, tol=2.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2261.45it/s, iter=4.04e+03, step_size=0.893, tol=2.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2261.32it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2260.94it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2260.81it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2260.43it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2260.30it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2259.92it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2259.79it/s, iter=4.05e+03, step_size=0.893, tol=2.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2259.42it/s, iter=4.05e+03, step_size=0.893, tol=2.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2259.29it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2258.91it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2258.78it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2258.40it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2258.27it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2257.90it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2257.77it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2257.35it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2257.22it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2256.84it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2256.72it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2256.28it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2256.15it/s, iter=4.05e+03, step_size=0.893, tol=2.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2255.77it/s, iter=4.05e+03, step_size=0.893, tol=2.72e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2255.64it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2255.27it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2255.14it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2254.76it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2254.64it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2254.26it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2254.13it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2253.76it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2253.63it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2253.17it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2253.00it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2252.52it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2252.39it/s, iter=4.06e+03, step_size=0.893, tol=2.65e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2252.02it/s, iter=4.06e+03, step_size=0.893, tol=2.65e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2251.89it/s, iter=4.06e+03, step_size=0.893, tol=2.63e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2251.51it/s, iter=4.06e+03, step_size=0.893, tol=2.63e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2251.38it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2251.00it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2250.88it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2250.48it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2250.34it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2249.95it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2249.82it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2249.44it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2249.32it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2248.95it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2248.82it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2248.44it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2248.32it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2247.94it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2247.81it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2247.44it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2247.31it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2246.94it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2246.81it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2246.44it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2246.31it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2245.85it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2245.72it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2245.35it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2245.22it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2244.85it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2244.72it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2244.34it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2244.22it/s, iter=4.08e+03, step_size=0.893, tol=2.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2243.84it/s, iter=4.08e+03, step_size=0.893, tol=2.47e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2243.72it/s, iter=4.08e+03, step_size=0.893, tol=2.46e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2243.21it/s, iter=4.08e+03, step_size=0.893, tol=2.46e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2243.08it/s, iter=4.08e+03, step_size=0.893, tol=2.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2242.71it/s, iter=4.08e+03, step_size=0.893, tol=2.45e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2242.56it/s, iter=4.08e+03, step_size=0.893, tol=2.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2242.17it/s, iter=4.08e+03, step_size=0.893, tol=2.44e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2242.04it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2241.67it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2241.54it/s, iter=4.08e+03, step_size=0.893, tol=2.42e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2241.16it/s, iter=4.08e+03, step_size=0.893, tol=2.42e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2240.98it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2240.60it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2240.47it/s, iter=4.08e+03, step_size=0.893, tol=2.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2240.10it/s, iter=4.08e+03, step_size=0.893, tol=2.4e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2239.97it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2239.43it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2239.30it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2238.90it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2238.77it/s, iter=4.09e+03, step_size=0.893, tol=2.37e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2238.40it/s, iter=4.09e+03, step_size=0.893, tol=2.37e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2238.28it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2237.91it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2237.78it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2237.42it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2237.29it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2236.93it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2236.79it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2236.42it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2236.30it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2235.85it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2235.72it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2235.35it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2235.23it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2234.86it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2234.73it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2234.36it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2234.24it/s, iter=4.1e+03, step_size=0.893, tol=2.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2233.86it/s, iter=4.1e+03, step_size=0.893, tol=2.29e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2233.74it/s, iter=4.1e+03, step_size=0.893, tol=2.28e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2233.37it/s, iter=4.1e+03, step_size=0.893, tol=2.28e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2233.24it/s, iter=4.1e+03, step_size=0.893, tol=2.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2232.88it/s, iter=4.1e+03, step_size=0.893, tol=2.27e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2232.75it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2232.38it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2232.25it/s, iter=4.1e+03, step_size=0.893, tol=2.25e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2231.89it/s, iter=4.1e+03, step_size=0.893, tol=2.25e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2231.77it/s, iter=4.1e+03, step_size=0.893, tol=2.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2231.40it/s, iter=4.1e+03, step_size=0.893, tol=2.24e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2231.27it/s, iter=4.1e+03, step_size=0.893, tol=2.23e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2230.88it/s, iter=4.1e+03, step_size=0.893, tol=2.23e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2230.70it/s, iter=4.1e+03, step_size=0.893, tol=2.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2230.34it/s, iter=4.1e+03, step_size=0.893, tol=2.22e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2230.21it/s, iter=4.1e+03, step_size=0.893, tol=2.21e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2229.84it/s, iter=4.1e+03, step_size=0.893, tol=2.21e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2229.71it/s, iter=4.1e+03, step_size=0.893, tol=2.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2229.34it/s, iter=4.1e+03, step_size=0.893, tol=2.2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2229.22it/s, iter=4.10e+03, step_size=0.893, tol=2.19e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2228.85it/s, iter=4.10e+03, step_size=0.893, tol=2.19e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2228.72it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2228.36it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2228.23it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2227.86it/s, iter=4.11e+03, step_size=0.893, tol=2.18e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2227.72it/s, iter=4.11e+03, step_size=0.893, tol=2.17e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2227.34it/s, iter=4.11e+03, step_size=0.893, tol=2.17e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2227.21it/s, iter=4.11e+03, step_size=0.893, tol=2.16e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2226.85it/s, iter=4.11e+03, step_size=0.893, tol=2.16e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2226.72it/s, iter=4.11e+03, step_size=0.893, tol=2.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2226.35it/s, iter=4.11e+03, step_size=0.893, tol=2.15e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2226.23it/s, iter=4.11e+03, step_size=0.893, tol=2.14e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2225.86it/s, iter=4.11e+03, step_size=0.893, tol=2.14e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2225.66it/s, iter=4.11e+03, step_size=0.893, tol=2.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2225.30it/s, iter=4.11e+03, step_size=0.893, tol=2.13e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2225.17it/s, iter=4.11e+03, step_size=0.893, tol=2.12e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2224.80it/s, iter=4.11e+03, step_size=0.893, tol=2.12e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2224.66it/s, iter=4.11e+03, step_size=0.893, tol=2.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2224.26it/s, iter=4.11e+03, step_size=0.893, tol=2.11e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2224.12it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2223.72it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2223.58it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2223.19it/s, iter=4.12e+03, step_size=0.893, tol=2.1e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2223.06it/s, iter=4.12e+03, step_size=0.893, tol=2.09e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2222.70it/s, iter=4.12e+03, step_size=0.893, tol=2.09e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2222.57it/s, iter=4.12e+03, step_size=0.893, tol=2.08e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2222.14it/s, iter=4.12e+03, step_size=0.893, tol=2.08e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2222.00it/s, iter=4.12e+03, step_size=0.893, tol=2.07e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2221.63it/s, iter=4.12e+03, step_size=0.893, tol=2.07e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2221.50it/s, iter=4.12e+03, step_size=0.893, tol=2.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2221.14it/s, iter=4.12e+03, step_size=0.893, tol=2.06e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2221.01it/s, iter=4.12e+03, step_size=0.893, tol=2.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2220.61it/s, iter=4.12e+03, step_size=0.893, tol=2.05e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2220.48it/s, iter=4.12e+03, step_size=0.893, tol=2.04e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2220.12it/s, iter=4.12e+03, step_size=0.893, tol=2.04e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2219.99it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2219.63it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2219.51it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2219.15it/s, iter=4.12e+03, step_size=0.893, tol=2.03e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2219.02it/s, iter=4.12e+03, step_size=0.893, tol=2.02e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2218.66it/s, iter=4.12e+03, step_size=0.893, tol=2.02e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2218.54it/s, iter=4.13e+03, step_size=0.893, tol=2.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2218.18it/s, iter=4.13e+03, step_size=0.893, tol=2.01e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2218.05it/s, iter=4.13e+03, step_size=0.893, tol=2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2217.69it/s, iter=4.13e+03, step_size=0.893, tol=2e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2217.56it/s, iter=4.13e+03, step_size=0.893, tol=1.99e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2217.19it/s, iter=4.13e+03, step_size=0.893, tol=1.99e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2217.07it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2216.69it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2216.57it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2216.20it/s, iter=4.13e+03, step_size=0.893, tol=1.98e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2216.08it/s, iter=4.13e+03, step_size=0.893, tol=1.97e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2215.67it/s, iter=4.13e+03, step_size=0.893, tol=1.97e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2215.54it/s, iter=4.13e+03, step_size=0.893, tol=1.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2215.17it/s, iter=4.13e+03, step_size=0.893, tol=1.96e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2215.05it/s, iter=4.13e+03, step_size=0.893, tol=1.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2214.68it/s, iter=4.13e+03, step_size=0.893, tol=1.95e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2214.56it/s, iter=4.13e+03, step_size=0.893, tol=1.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2214.19it/s, iter=4.13e+03, step_size=0.893, tol=1.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2214.07it/s, iter=4.14e+03, step_size=0.893, tol=1.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2213.71it/s, iter=4.14e+03, step_size=0.893, tol=1.94e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2213.58it/s, iter=4.14e+03, step_size=0.893, tol=1.93e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2213.22it/s, iter=4.14e+03, step_size=0.893, tol=1.93e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2213.06it/s, iter=4.14e+03, step_size=0.893, tol=1.92e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2212.66it/s, iter=4.14e+03, step_size=0.893, tol=1.92e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2212.53it/s, iter=4.14e+03, step_size=0.893, tol=1.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2212.17it/s, iter=4.14e+03, step_size=0.893, tol=1.91e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2212.04it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2211.68it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2211.56it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2211.20it/s, iter=4.14e+03, step_size=0.893, tol=1.9e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2211.07it/s, iter=4.14e+03, step_size=0.893, tol=1.89e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2210.70it/s, iter=4.14e+03, step_size=0.893, tol=1.89e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2210.57it/s, iter=4.14e+03, step_size=0.893, tol=1.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2210.21it/s, iter=4.14e+03, step_size=0.893, tol=1.88e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2210.09it/s, iter=4.14e+03, step_size=0.893, tol=1.87e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2209.73it/s, iter=4.14e+03, step_size=0.893, tol=1.87e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2209.60it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2209.24it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2209.12it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2208.76it/s, iter=4.14e+03, step_size=0.893, tol=1.86e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2208.63it/s, iter=4.15e+03, step_size=0.893, tol=1.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2208.27it/s, iter=4.15e+03, step_size=0.893, tol=1.85e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2208.15it/s, iter=4.15e+03, step_size=0.893, tol=1.84e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2207.79it/s, iter=4.15e+03, step_size=0.893, tol=1.84e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2207.67it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2207.31it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2207.18it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2206.82it/s, iter=4.15e+03, step_size=0.893, tol=1.83e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2206.70it/s, iter=4.15e+03, step_size=0.893, tol=1.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2206.34it/s, iter=4.15e+03, step_size=0.893, tol=1.82e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2206.22it/s, iter=4.15e+03, step_size=0.893, tol=1.81e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2205.86it/s, iter=4.15e+03, step_size=0.893, tol=1.81e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2205.73it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2205.37it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2205.24it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2204.89it/s, iter=4.15e+03, step_size=0.893, tol=1.8e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2204.72it/s, iter=4.15e+03, step_size=0.893, tol=1.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2204.36it/s, iter=4.15e+03, step_size=0.893, tol=1.79e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2204.24it/s, iter=4.16e+03, step_size=0.893, tol=1.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2203.88it/s, iter=4.16e+03, step_size=0.893, tol=1.78e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2203.76it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2203.40it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2203.24it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2202.87it/s, iter=4.16e+03, step_size=0.893, tol=1.77e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2202.75it/s, iter=4.16e+03, step_size=0.893, tol=1.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2202.40it/s, iter=4.16e+03, step_size=0.893, tol=1.76e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2202.28it/s, iter=4.16e+03, step_size=0.893, tol=1.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2201.93it/s, iter=4.16e+03, step_size=0.893, tol=1.75e-10]
PGD: 78%|#######8 | 3917/5000 [00:01<00:00, 2201.81it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2338.87it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2338.44it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2338.29it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2337.89it/s, iter=4.16e+03, step_size=0.893, tol=1.74e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2337.75it/s, iter=4.16e+03, step_size=0.893, tol=1.73e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2337.37it/s, iter=4.16e+03, step_size=0.893, tol=1.73e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2337.24it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2336.87it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2336.74it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2336.37it/s, iter=4.16e+03, step_size=0.893, tol=1.72e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2336.24it/s, iter=4.16e+03, step_size=0.893, tol=1.71e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2335.86it/s, iter=4.16e+03, step_size=0.893, tol=1.71e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2335.73it/s, iter=4.17e+03, step_size=0.893, tol=1.7e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2335.28it/s, iter=4.17e+03, step_size=0.893, tol=1.7e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2335.15it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2334.76it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2334.61it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2334.24it/s, iter=4.17e+03, step_size=0.893, tol=1.69e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2334.11it/s, iter=4.17e+03, step_size=0.893, tol=1.68e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2333.74it/s, iter=4.17e+03, step_size=0.893, tol=1.68e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2333.61it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2333.24it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2333.12it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2332.75it/s, iter=4.17e+03, step_size=0.893, tol=1.67e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2332.58it/s, iter=4.17e+03, step_size=0.893, tol=1.66e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2332.21it/s, iter=4.17e+03, step_size=0.893, tol=1.66e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2332.08it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2331.71it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2331.58it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2331.20it/s, iter=4.17e+03, step_size=0.893, tol=1.65e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2331.08it/s, iter=4.18e+03, step_size=0.893, tol=1.64e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2330.71it/s, iter=4.18e+03, step_size=0.893, tol=1.64e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2330.58it/s, iter=4.18e+03, step_size=0.893, tol=1.63e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2330.21it/s, iter=4.18e+03, step_size=0.893, tol=1.63e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2330.08it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2329.71it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2329.58it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2329.21it/s, iter=4.18e+03, step_size=0.893, tol=1.62e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2329.08it/s, iter=4.18e+03, step_size=0.893, tol=1.61e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2328.71it/s, iter=4.18e+03, step_size=0.893, tol=1.61e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2328.58it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2328.21it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2328.08it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2327.70it/s, iter=4.18e+03, step_size=0.893, tol=1.6e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2327.57it/s, iter=4.18e+03, step_size=0.893, tol=1.59e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2327.19it/s, iter=4.18e+03, step_size=0.893, tol=1.59e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2327.06it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2326.69it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2326.57it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2326.20it/s, iter=4.18e+03, step_size=0.893, tol=1.58e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2326.07it/s, iter=4.18e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2325.70it/s, iter=4.18e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2325.58it/s, iter=4.19e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2325.21it/s, iter=4.19e+03, step_size=0.893, tol=1.57e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2325.08it/s, iter=4.19e+03, step_size=0.893, tol=1.56e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2324.71it/s, iter=4.19e+03, step_size=0.893, tol=1.56e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2324.59it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2324.22it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2324.09it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2323.73it/s, iter=4.19e+03, step_size=0.893, tol=1.55e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2323.60it/s, iter=4.19e+03, step_size=0.893, tol=1.54e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2323.23it/s, iter=4.19e+03, step_size=0.893, tol=1.54e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2323.10it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2322.73it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2322.61it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2322.23it/s, iter=4.19e+03, step_size=0.893, tol=1.53e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2322.11it/s, iter=4.19e+03, step_size=0.893, tol=1.52e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2321.74it/s, iter=4.19e+03, step_size=0.893, tol=1.52e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2321.61it/s, iter=4.19e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2321.24it/s, iter=4.19e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2321.12it/s, iter=4.2e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2320.75it/s, iter=4.2e+03, step_size=0.893, tol=1.51e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2320.63it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2320.22it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2320.09it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2319.72it/s, iter=4.2e+03, step_size=0.893, tol=1.5e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2319.60it/s, iter=4.2e+03, step_size=0.893, tol=1.49e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2319.21it/s, iter=4.2e+03, step_size=0.893, tol=1.49e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2319.06it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2318.70it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2318.57it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2318.21it/s, iter=4.2e+03, step_size=0.893, tol=1.48e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2318.09it/s, iter=4.2e+03, step_size=0.893, tol=1.47e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2317.72it/s, iter=4.2e+03, step_size=0.893, tol=1.47e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2317.59it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2317.23it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2317.10it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2316.61it/s, iter=4.2e+03, step_size=0.893, tol=1.46e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2316.49it/s, iter=4.2e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2316.12it/s, iter=4.2e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2315.99it/s, iter=4.20e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2315.62it/s, iter=4.20e+03, step_size=0.893, tol=1.45e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2315.50it/s, iter=4.21e+03, step_size=0.893, tol=1.44e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2315.13it/s, iter=4.21e+03, step_size=0.893, tol=1.44e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2315.01it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2314.65it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2314.52it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2314.16it/s, iter=4.21e+03, step_size=0.893, tol=1.43e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2314.03it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2313.67it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2313.55it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2313.18it/s, iter=4.21e+03, step_size=0.893, tol=1.42e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2313.06it/s, iter=4.21e+03, step_size=0.893, tol=1.41e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2312.69it/s, iter=4.21e+03, step_size=0.893, tol=1.41e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2312.57it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2312.05it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2311.84it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2311.40it/s, iter=4.21e+03, step_size=0.893, tol=1.4e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2311.28it/s, iter=4.21e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2310.91it/s, iter=4.21e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2310.79it/s, iter=4.22e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2310.42it/s, iter=4.22e+03, step_size=0.893, tol=1.39e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2310.30it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2309.93it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2309.81it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2309.44it/s, iter=4.22e+03, step_size=0.893, tol=1.38e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2309.31it/s, iter=4.22e+03, step_size=0.893, tol=1.37e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2308.95it/s, iter=4.22e+03, step_size=0.893, tol=1.37e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2308.82it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2308.46it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2308.34it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2307.97it/s, iter=4.22e+03, step_size=0.893, tol=1.36e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2307.85it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2307.48it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2307.36it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2306.96it/s, iter=4.22e+03, step_size=0.893, tol=1.35e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2306.84it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2306.36it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2306.24it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2305.88it/s, iter=4.22e+03, step_size=0.893, tol=1.34e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2305.75it/s, iter=4.22e+03, step_size=0.893, tol=1.33e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2305.35it/s, iter=4.22e+03, step_size=0.893, tol=1.33e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2305.22it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2304.86it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2304.74it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2304.38it/s, iter=4.23e+03, step_size=0.893, tol=1.32e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2304.25it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2303.89it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2303.76it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2303.39it/s, iter=4.23e+03, step_size=0.893, tol=1.31e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2303.27it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2302.90it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2302.78it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2302.41it/s, iter=4.23e+03, step_size=0.893, tol=1.3e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2302.28it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2301.86it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2301.73it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2301.24it/s, iter=4.23e+03, step_size=0.893, tol=1.29e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2301.12it/s, iter=4.23e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2300.76it/s, iter=4.23e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2300.63it/s, iter=4.24e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2300.27it/s, iter=4.24e+03, step_size=0.893, tol=1.28e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2300.14it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2299.78it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2299.66it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2299.29it/s, iter=4.24e+03, step_size=0.893, tol=1.27e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2299.17it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2298.81it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2298.69it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2298.33it/s, iter=4.24e+03, step_size=0.893, tol=1.26e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2298.20it/s, iter=4.24e+03, step_size=0.893, tol=1.25e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2297.85it/s, iter=4.24e+03, step_size=0.893, tol=1.25e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2297.72it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2297.36it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2297.23it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2296.87it/s, iter=4.24e+03, step_size=0.893, tol=1.24e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2296.75it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2296.28it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2296.16it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2295.79it/s, iter=4.24e+03, step_size=0.893, tol=1.23e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2295.65it/s, iter=4.24e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2295.23it/s, iter=4.24e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2295.10it/s, iter=4.25e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2294.75it/s, iter=4.25e+03, step_size=0.893, tol=1.22e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2294.62it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2294.26it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2294.14it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2293.78it/s, iter=4.25e+03, step_size=0.893, tol=1.21e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2293.66it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2293.30it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2293.17it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2292.82it/s, iter=4.25e+03, step_size=0.893, tol=1.2e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2292.69it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2292.33it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2292.21it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2291.85it/s, iter=4.25e+03, step_size=0.893, tol=1.19e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2291.73it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2291.23it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2291.11it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2290.71it/s, iter=4.25e+03, step_size=0.893, tol=1.18e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2290.58it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2290.22it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2290.10it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2289.74it/s, iter=4.26e+03, step_size=0.893, tol=1.17e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2289.62it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2289.26it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2289.14it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2288.78it/s, iter=4.26e+03, step_size=0.893, tol=1.16e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2288.66it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2288.30it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2288.18it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2287.82it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2287.70it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2287.35it/s, iter=4.26e+03, step_size=0.893, tol=1.15e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2287.22it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2286.87it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2286.74it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2286.28it/s, iter=4.26e+03, step_size=0.893, tol=1.14e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2286.16it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2285.75it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2285.63it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2285.27it/s, iter=4.26e+03, step_size=0.893, tol=1.13e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2285.15it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2284.78it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2284.63it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2284.27it/s, iter=4.27e+03, step_size=0.893, tol=1.12e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2284.15it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2283.79it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2283.63it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2283.28it/s, iter=4.27e+03, step_size=0.893, tol=1.11e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2283.16it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2282.80it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2282.68it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2282.32it/s, iter=4.27e+03, step_size=0.893, tol=1.1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2282.20it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2281.84it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2281.72it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2281.26it/s, iter=4.27e+03, step_size=0.893, tol=1.09e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2281.14it/s, iter=4.27e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2280.78it/s, iter=4.27e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2280.66it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2280.30it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2280.18it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2279.83it/s, iter=4.28e+03, step_size=0.893, tol=1.08e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2279.70it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2279.35it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2279.23it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2278.87it/s, iter=4.28e+03, step_size=0.893, tol=1.07e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2278.75it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2278.39it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2278.27it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2277.91it/s, iter=4.28e+03, step_size=0.893, tol=1.06e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2277.79it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2277.43it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2277.31it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2276.95it/s, iter=4.28e+03, step_size=0.893, tol=1.05e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2276.83it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2276.39it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2276.21it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2275.86it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2275.74it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2275.38it/s, iter=4.28e+03, step_size=0.893, tol=1.04e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2275.26it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2274.91it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2274.76it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2274.35it/s, iter=4.29e+03, step_size=0.893, tol=1.03e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2274.23it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2273.88it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2273.76it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2273.36it/s, iter=4.29e+03, step_size=0.893, tol=1.02e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2273.20it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2272.85it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2272.73it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2272.38it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2272.25it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2271.89it/s, iter=4.29e+03, step_size=0.893, tol=1.01e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2271.77it/s, iter=4.29e+03, step_size=0.893, tol=1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2271.30it/s, iter=4.29e+03, step_size=0.893, tol=1e-10]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2271.18it/s, iter=4.29e+03, step_size=0.893, tol=9.98e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2270.83it/s, iter=4.29e+03, step_size=0.893, tol=9.98e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2270.71it/s, iter=4.3e+03, step_size=0.893, tol=9.94e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2270.35it/s, iter=4.3e+03, step_size=0.893, tol=9.94e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2270.23it/s, iter=4.3e+03, step_size=0.893, tol=9.9e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2269.88it/s, iter=4.3e+03, step_size=0.893, tol=9.9e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2269.76it/s, iter=4.3e+03, step_size=0.893, tol=9.86e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2269.41it/s, iter=4.3e+03, step_size=0.893, tol=9.86e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2269.29it/s, iter=4.3e+03, step_size=0.893, tol=9.82e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2268.94it/s, iter=4.3e+03, step_size=0.893, tol=9.82e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2268.82it/s, iter=4.3e+03, step_size=0.893, tol=9.78e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2268.46it/s, iter=4.3e+03, step_size=0.893, tol=9.78e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2268.34it/s, iter=4.3e+03, step_size=0.893, tol=9.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2267.99it/s, iter=4.3e+03, step_size=0.893, tol=9.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2267.87it/s, iter=4.3e+03, step_size=0.893, tol=9.69e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2267.52it/s, iter=4.3e+03, step_size=0.893, tol=9.69e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2267.40it/s, iter=4.3e+03, step_size=0.893, tol=9.65e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2267.05it/s, iter=4.3e+03, step_size=0.893, tol=9.65e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2266.94it/s, iter=4.3e+03, step_size=0.893, tol=9.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2266.53it/s, iter=4.3e+03, step_size=0.893, tol=9.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2266.36it/s, iter=4.3e+03, step_size=0.893, tol=9.57e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2266.01it/s, iter=4.3e+03, step_size=0.893, tol=9.57e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2265.89it/s, iter=4.30e+03, step_size=0.893, tol=9.53e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2265.53it/s, iter=4.30e+03, step_size=0.893, tol=9.53e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2265.42it/s, iter=4.31e+03, step_size=0.893, tol=9.5e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2265.06it/s, iter=4.31e+03, step_size=0.893, tol=9.5e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2264.94it/s, iter=4.31e+03, step_size=0.893, tol=9.46e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2264.59it/s, iter=4.31e+03, step_size=0.893, tol=9.46e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2264.47it/s, iter=4.31e+03, step_size=0.893, tol=9.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2264.12it/s, iter=4.31e+03, step_size=0.893, tol=9.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2264.00it/s, iter=4.31e+03, step_size=0.893, tol=9.38e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2263.65it/s, iter=4.31e+03, step_size=0.893, tol=9.38e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2263.53it/s, iter=4.31e+03, step_size=0.893, tol=9.34e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2263.18it/s, iter=4.31e+03, step_size=0.893, tol=9.34e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2263.06it/s, iter=4.31e+03, step_size=0.893, tol=9.3e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2262.71it/s, iter=4.31e+03, step_size=0.893, tol=9.3e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2262.59it/s, iter=4.31e+03, step_size=0.893, tol=9.26e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2262.24it/s, iter=4.31e+03, step_size=0.893, tol=9.26e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2262.11it/s, iter=4.31e+03, step_size=0.893, tol=9.22e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2261.73it/s, iter=4.31e+03, step_size=0.893, tol=9.22e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2261.49it/s, iter=4.31e+03, step_size=0.893, tol=9.18e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2261.14it/s, iter=4.31e+03, step_size=0.893, tol=9.18e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2261.02it/s, iter=4.32e+03, step_size=0.893, tol=9.15e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2260.67it/s, iter=4.32e+03, step_size=0.893, tol=9.15e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2260.55it/s, iter=4.32e+03, step_size=0.893, tol=9.11e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2260.16it/s, iter=4.32e+03, step_size=0.893, tol=9.11e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2260.04it/s, iter=4.32e+03, step_size=0.893, tol=9.07e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2259.69it/s, iter=4.32e+03, step_size=0.893, tol=9.07e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2259.57it/s, iter=4.32e+03, step_size=0.893, tol=9.03e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2259.22it/s, iter=4.32e+03, step_size=0.893, tol=9.03e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2259.10it/s, iter=4.32e+03, step_size=0.893, tol=8.99e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2258.75it/s, iter=4.32e+03, step_size=0.893, tol=8.99e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2258.63it/s, iter=4.32e+03, step_size=0.893, tol=8.96e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2257.87it/s, iter=4.32e+03, step_size=0.893, tol=8.96e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2257.43it/s, iter=4.32e+03, step_size=0.893, tol=8.92e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2256.90it/s, iter=4.32e+03, step_size=0.893, tol=8.92e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2256.72it/s, iter=4.32e+03, step_size=0.893, tol=8.88e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2256.27it/s, iter=4.32e+03, step_size=0.893, tol=8.88e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2256.12it/s, iter=4.32e+03, step_size=0.893, tol=8.85e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2255.69it/s, iter=4.32e+03, step_size=0.893, tol=8.85e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2255.54it/s, iter=4.32e+03, step_size=0.893, tol=8.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2255.11it/s, iter=4.32e+03, step_size=0.893, tol=8.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2254.96it/s, iter=4.32e+03, step_size=0.893, tol=8.77e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2254.53it/s, iter=4.32e+03, step_size=0.893, tol=8.77e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2254.38it/s, iter=4.33e+03, step_size=0.893, tol=8.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2253.95it/s, iter=4.33e+03, step_size=0.893, tol=8.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2253.80it/s, iter=4.33e+03, step_size=0.893, tol=8.7e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2253.37it/s, iter=4.33e+03, step_size=0.893, tol=8.7e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2253.22it/s, iter=4.33e+03, step_size=0.893, tol=8.66e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2252.79it/s, iter=4.33e+03, step_size=0.893, tol=8.66e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2252.64it/s, iter=4.33e+03, step_size=0.893, tol=8.63e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2252.20it/s, iter=4.33e+03, step_size=0.893, tol=8.63e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2252.05it/s, iter=4.33e+03, step_size=0.893, tol=8.59e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2251.58it/s, iter=4.33e+03, step_size=0.893, tol=8.59e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2251.44it/s, iter=4.33e+03, step_size=0.893, tol=8.56e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2251.04it/s, iter=4.33e+03, step_size=0.893, tol=8.56e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2250.91it/s, iter=4.33e+03, step_size=0.893, tol=8.52e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2250.52it/s, iter=4.33e+03, step_size=0.893, tol=8.52e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2250.38it/s, iter=4.33e+03, step_size=0.893, tol=8.49e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2249.99it/s, iter=4.33e+03, step_size=0.893, tol=8.49e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2249.86it/s, iter=4.33e+03, step_size=0.893, tol=8.45e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2249.46it/s, iter=4.33e+03, step_size=0.893, tol=8.45e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2249.33it/s, iter=4.34e+03, step_size=0.893, tol=8.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2248.94it/s, iter=4.34e+03, step_size=0.893, tol=8.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2248.80it/s, iter=4.34e+03, step_size=0.893, tol=8.38e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2248.41it/s, iter=4.34e+03, step_size=0.893, tol=8.38e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2248.28it/s, iter=4.34e+03, step_size=0.893, tol=8.35e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2247.89it/s, iter=4.34e+03, step_size=0.893, tol=8.35e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2247.76it/s, iter=4.34e+03, step_size=0.893, tol=8.31e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2247.37it/s, iter=4.34e+03, step_size=0.893, tol=8.31e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2247.24it/s, iter=4.34e+03, step_size=0.893, tol=8.28e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2246.80it/s, iter=4.34e+03, step_size=0.893, tol=8.28e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2246.67it/s, iter=4.34e+03, step_size=0.893, tol=8.24e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2246.28it/s, iter=4.34e+03, step_size=0.893, tol=8.24e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2246.15it/s, iter=4.34e+03, step_size=0.893, tol=8.21e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2245.77it/s, iter=4.34e+03, step_size=0.893, tol=8.21e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2245.65it/s, iter=4.34e+03, step_size=0.893, tol=8.17e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2245.30it/s, iter=4.34e+03, step_size=0.893, tol=8.17e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2245.17it/s, iter=4.34e+03, step_size=0.893, tol=8.14e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2244.81it/s, iter=4.34e+03, step_size=0.893, tol=8.14e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2244.69it/s, iter=4.34e+03, step_size=0.893, tol=8.11e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2244.33it/s, iter=4.34e+03, step_size=0.893, tol=8.11e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2244.21it/s, iter=4.34e+03, step_size=0.893, tol=8.07e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2243.85it/s, iter=4.34e+03, step_size=0.893, tol=8.07e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2243.73it/s, iter=4.35e+03, step_size=0.893, tol=8.04e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2243.37it/s, iter=4.35e+03, step_size=0.893, tol=8.04e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2243.25it/s, iter=4.35e+03, step_size=0.893, tol=8e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2242.89it/s, iter=4.35e+03, step_size=0.893, tol=8e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2242.77it/s, iter=4.35e+03, step_size=0.893, tol=7.97e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2242.41it/s, iter=4.35e+03, step_size=0.893, tol=7.97e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2242.29it/s, iter=4.35e+03, step_size=0.893, tol=7.94e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2241.86it/s, iter=4.35e+03, step_size=0.893, tol=7.94e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2241.73it/s, iter=4.35e+03, step_size=0.893, tol=7.91e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2241.38it/s, iter=4.35e+03, step_size=0.893, tol=7.91e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2241.25it/s, iter=4.35e+03, step_size=0.893, tol=7.87e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2240.90it/s, iter=4.35e+03, step_size=0.893, tol=7.87e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2240.78it/s, iter=4.35e+03, step_size=0.893, tol=7.84e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2240.42it/s, iter=4.35e+03, step_size=0.893, tol=7.84e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2240.30it/s, iter=4.35e+03, step_size=0.893, tol=7.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2239.93it/s, iter=4.35e+03, step_size=0.893, tol=7.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2239.82it/s, iter=4.35e+03, step_size=0.893, tol=7.77e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2239.44it/s, iter=4.35e+03, step_size=0.893, tol=7.77e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2239.32it/s, iter=4.36e+03, step_size=0.893, tol=7.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2238.98it/s, iter=4.36e+03, step_size=0.893, tol=7.74e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2238.85it/s, iter=4.36e+03, step_size=0.893, tol=7.71e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2238.51it/s, iter=4.36e+03, step_size=0.893, tol=7.71e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2238.39it/s, iter=4.36e+03, step_size=0.893, tol=7.68e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2238.03it/s, iter=4.36e+03, step_size=0.893, tol=7.68e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2237.89it/s, iter=4.36e+03, step_size=0.893, tol=7.65e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2237.55it/s, iter=4.36e+03, step_size=0.893, tol=7.65e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2237.43it/s, iter=4.36e+03, step_size=0.893, tol=7.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2237.00it/s, iter=4.36e+03, step_size=0.893, tol=7.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2236.88it/s, iter=4.36e+03, step_size=0.893, tol=7.58e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2236.54it/s, iter=4.36e+03, step_size=0.893, tol=7.58e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2236.42it/s, iter=4.36e+03, step_size=0.893, tol=7.55e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2236.08it/s, iter=4.36e+03, step_size=0.893, tol=7.55e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2235.96it/s, iter=4.36e+03, step_size=0.893, tol=7.52e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2235.62it/s, iter=4.36e+03, step_size=0.893, tol=7.52e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2235.50it/s, iter=4.36e+03, step_size=0.893, tol=7.49e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2235.16it/s, iter=4.36e+03, step_size=0.893, tol=7.49e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2235.04it/s, iter=4.36e+03, step_size=0.893, tol=7.46e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2234.70it/s, iter=4.36e+03, step_size=0.893, tol=7.46e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2234.58it/s, iter=4.36e+03, step_size=0.893, tol=7.43e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2234.24it/s, iter=4.36e+03, step_size=0.893, tol=7.43e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2234.13it/s, iter=4.37e+03, step_size=0.893, tol=7.4e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2233.51it/s, iter=4.37e+03, step_size=0.893, tol=7.4e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2233.34it/s, iter=4.37e+03, step_size=0.893, tol=7.37e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2233.00it/s, iter=4.37e+03, step_size=0.893, tol=7.37e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2232.88it/s, iter=4.37e+03, step_size=0.893, tol=7.33e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2232.51it/s, iter=4.37e+03, step_size=0.893, tol=7.33e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2232.36it/s, iter=4.37e+03, step_size=0.893, tol=7.3e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2231.96it/s, iter=4.37e+03, step_size=0.893, tol=7.3e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2231.70it/s, iter=4.37e+03, step_size=0.893, tol=7.27e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2230.91it/s, iter=4.37e+03, step_size=0.893, tol=7.27e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2230.79it/s, iter=4.37e+03, step_size=0.893, tol=7.24e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2230.44it/s, iter=4.37e+03, step_size=0.893, tol=7.24e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2230.33it/s, iter=4.37e+03, step_size=0.893, tol=7.21e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2229.99it/s, iter=4.37e+03, step_size=0.893, tol=7.21e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2229.85it/s, iter=4.37e+03, step_size=0.893, tol=7.18e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2229.50it/s, iter=4.37e+03, step_size=0.893, tol=7.18e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2229.38it/s, iter=4.37e+03, step_size=0.893, tol=7.15e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2229.04it/s, iter=4.37e+03, step_size=0.893, tol=7.15e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2228.93it/s, iter=4.38e+03, step_size=0.893, tol=7.12e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2228.59it/s, iter=4.38e+03, step_size=0.893, tol=7.12e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2228.47it/s, iter=4.38e+03, step_size=0.893, tol=7.09e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2228.13it/s, iter=4.38e+03, step_size=0.893, tol=7.09e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2228.02it/s, iter=4.38e+03, step_size=0.893, tol=7.06e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2227.63it/s, iter=4.38e+03, step_size=0.893, tol=7.06e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2227.51it/s, iter=4.38e+03, step_size=0.893, tol=7.04e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2227.17it/s, iter=4.38e+03, step_size=0.893, tol=7.04e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2227.06it/s, iter=4.38e+03, step_size=0.893, tol=7.01e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2226.71it/s, iter=4.38e+03, step_size=0.893, tol=7.01e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2226.59it/s, iter=4.38e+03, step_size=0.893, tol=6.98e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2226.25it/s, iter=4.38e+03, step_size=0.893, tol=6.98e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2226.14it/s, iter=4.38e+03, step_size=0.893, tol=6.95e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2225.80it/s, iter=4.38e+03, step_size=0.893, tol=6.95e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2225.68it/s, iter=4.38e+03, step_size=0.893, tol=6.92e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2225.33it/s, iter=4.38e+03, step_size=0.893, tol=6.92e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2225.21it/s, iter=4.38e+03, step_size=0.893, tol=6.89e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2224.87it/s, iter=4.38e+03, step_size=0.893, tol=6.89e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2224.76it/s, iter=4.38e+03, step_size=0.893, tol=6.86e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2224.42it/s, iter=4.38e+03, step_size=0.893, tol=6.86e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2224.30it/s, iter=4.38e+03, step_size=0.893, tol=6.83e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2223.96it/s, iter=4.38e+03, step_size=0.893, tol=6.83e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2223.85it/s, iter=4.39e+03, step_size=0.893, tol=6.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2223.51it/s, iter=4.39e+03, step_size=0.893, tol=6.81e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2223.39it/s, iter=4.39e+03, step_size=0.893, tol=6.78e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2223.06it/s, iter=4.39e+03, step_size=0.893, tol=6.78e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2222.90it/s, iter=4.39e+03, step_size=0.893, tol=6.75e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2222.56it/s, iter=4.39e+03, step_size=0.893, tol=6.75e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2222.44it/s, iter=4.39e+03, step_size=0.893, tol=6.72e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2222.11it/s, iter=4.39e+03, step_size=0.893, tol=6.72e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2221.99it/s, iter=4.39e+03, step_size=0.893, tol=6.69e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2221.66it/s, iter=4.39e+03, step_size=0.893, tol=6.69e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2221.54it/s, iter=4.39e+03, step_size=0.893, tol=6.66e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2221.20it/s, iter=4.39e+03, step_size=0.893, tol=6.66e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2221.09it/s, iter=4.39e+03, step_size=0.893, tol=6.64e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2220.75it/s, iter=4.39e+03, step_size=0.893, tol=6.64e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2220.63it/s, iter=4.39e+03, step_size=0.893, tol=6.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2220.29it/s, iter=4.39e+03, step_size=0.893, tol=6.61e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2220.17it/s, iter=4.39e+03, step_size=0.893, tol=6.58e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2219.80it/s, iter=4.39e+03, step_size=0.893, tol=6.58e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2219.68it/s, iter=4.4e+03, step_size=0.893, tol=6.55e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2219.34it/s, iter=4.4e+03, step_size=0.893, tol=6.55e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2219.23it/s, iter=4.4e+03, step_size=0.893, tol=6.53e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2218.89it/s, iter=4.4e+03, step_size=0.893, tol=6.53e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2218.78it/s, iter=4.4e+03, step_size=0.893, tol=6.5e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2218.44it/s, iter=4.4e+03, step_size=0.893, tol=6.5e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2218.32it/s, iter=4.4e+03, step_size=0.893, tol=6.47e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2217.94it/s, iter=4.4e+03, step_size=0.893, tol=6.47e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2217.83it/s, iter=4.4e+03, step_size=0.893, tol=6.45e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2217.49it/s, iter=4.4e+03, step_size=0.893, tol=6.45e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2217.38it/s, iter=4.4e+03, step_size=0.893, tol=6.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2217.04it/s, iter=4.4e+03, step_size=0.893, tol=6.42e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2216.92it/s, iter=4.4e+03, step_size=0.893, tol=6.39e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2216.59it/s, iter=4.4e+03, step_size=0.893, tol=6.39e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2216.47it/s, iter=4.4e+03, step_size=0.893, tol=6.37e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2216.14it/s, iter=4.4e+03, step_size=0.893, tol=6.37e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2216.02it/s, iter=4.4e+03, step_size=0.893, tol=6.34e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2215.69it/s, iter=4.4e+03, step_size=0.893, tol=6.34e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2215.57it/s, iter=4.4e+03, step_size=0.893, tol=6.31e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2215.24it/s, iter=4.4e+03, step_size=0.893, tol=6.31e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2215.13it/s, iter=4.40e+03, step_size=0.893, tol=6.29e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2214.79it/s, iter=4.40e+03, step_size=0.893, tol=6.29e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2214.68it/s, iter=4.41e+03, step_size=0.893, tol=6.26e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2214.34it/s, iter=4.41e+03, step_size=0.893, tol=6.26e-11]
PGD: 83%|########3 | 4161/5000 [00:01<00:00, 2214.20it/s, iter=4.41e+03, step_size=0.893, tol=6.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2345.53it/s, iter=4.41e+03, step_size=0.893, tol=6.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2344.86it/s, iter=4.41e+03, step_size=0.893, tol=6.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2344.65it/s, iter=4.41e+03, step_size=0.893, tol=6.21e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2344.23it/s, iter=4.41e+03, step_size=0.893, tol=6.21e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2344.02it/s, iter=4.41e+03, step_size=0.893, tol=6.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2343.28it/s, iter=4.41e+03, step_size=0.893, tol=6.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2343.15it/s, iter=4.41e+03, step_size=0.893, tol=6.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2342.79it/s, iter=4.41e+03, step_size=0.893, tol=6.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2342.67it/s, iter=4.41e+03, step_size=0.893, tol=6.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2342.32it/s, iter=4.41e+03, step_size=0.893, tol=6.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2342.18it/s, iter=4.41e+03, step_size=0.893, tol=6.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2341.81it/s, iter=4.41e+03, step_size=0.893, tol=6.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2341.68it/s, iter=4.41e+03, step_size=0.893, tol=6.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2341.33it/s, iter=4.41e+03, step_size=0.893, tol=6.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2341.21it/s, iter=4.41e+03, step_size=0.893, tol=6.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2340.85it/s, iter=4.41e+03, step_size=0.893, tol=6.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2340.73it/s, iter=4.42e+03, step_size=0.893, tol=6.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2340.38it/s, iter=4.42e+03, step_size=0.893, tol=6.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2340.26it/s, iter=4.42e+03, step_size=0.893, tol=6.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2339.85it/s, iter=4.42e+03, step_size=0.893, tol=6.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2339.71it/s, iter=4.42e+03, step_size=0.893, tol=5.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2339.36it/s, iter=4.42e+03, step_size=0.893, tol=5.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2339.24it/s, iter=4.42e+03, step_size=0.893, tol=5.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2338.88it/s, iter=4.42e+03, step_size=0.893, tol=5.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2338.76it/s, iter=4.42e+03, step_size=0.893, tol=5.93e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2338.41it/s, iter=4.42e+03, step_size=0.893, tol=5.93e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2338.29it/s, iter=4.42e+03, step_size=0.893, tol=5.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2337.94it/s, iter=4.42e+03, step_size=0.893, tol=5.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2337.82it/s, iter=4.42e+03, step_size=0.893, tol=5.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2337.47it/s, iter=4.42e+03, step_size=0.893, tol=5.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2337.35it/s, iter=4.42e+03, step_size=0.893, tol=5.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2336.96it/s, iter=4.42e+03, step_size=0.893, tol=5.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2336.84it/s, iter=4.42e+03, step_size=0.893, tol=5.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2336.49it/s, iter=4.42e+03, step_size=0.893, tol=5.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2336.37it/s, iter=4.42e+03, step_size=0.893, tol=5.81e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2336.02it/s, iter=4.42e+03, step_size=0.893, tol=5.81e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2335.90it/s, iter=4.42e+03, step_size=0.893, tol=5.79e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2335.55it/s, iter=4.42e+03, step_size=0.893, tol=5.79e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2335.43it/s, iter=4.43e+03, step_size=0.893, tol=5.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2335.08it/s, iter=4.43e+03, step_size=0.893, tol=5.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2334.91it/s, iter=4.43e+03, step_size=0.893, tol=5.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2334.56it/s, iter=4.43e+03, step_size=0.893, tol=5.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2334.44it/s, iter=4.43e+03, step_size=0.893, tol=5.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2334.08it/s, iter=4.43e+03, step_size=0.893, tol=5.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2333.96it/s, iter=4.43e+03, step_size=0.893, tol=5.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2333.61it/s, iter=4.43e+03, step_size=0.893, tol=5.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2333.48it/s, iter=4.43e+03, step_size=0.893, tol=5.67e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2333.13it/s, iter=4.43e+03, step_size=0.893, tol=5.67e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2333.01it/s, iter=4.43e+03, step_size=0.893, tol=5.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2332.66it/s, iter=4.43e+03, step_size=0.893, tol=5.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2332.53it/s, iter=4.43e+03, step_size=0.893, tol=5.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2332.17it/s, iter=4.43e+03, step_size=0.893, tol=5.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2332.05it/s, iter=4.43e+03, step_size=0.893, tol=5.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2331.70it/s, iter=4.43e+03, step_size=0.893, tol=5.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2331.58it/s, iter=4.43e+03, step_size=0.893, tol=5.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2331.23it/s, iter=4.43e+03, step_size=0.893, tol=5.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2331.11it/s, iter=4.44e+03, step_size=0.893, tol=5.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2330.76it/s, iter=4.44e+03, step_size=0.893, tol=5.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2330.64it/s, iter=4.44e+03, step_size=0.893, tol=5.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2330.29it/s, iter=4.44e+03, step_size=0.893, tol=5.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2330.17it/s, iter=4.44e+03, step_size=0.893, tol=5.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2329.82it/s, iter=4.44e+03, step_size=0.893, tol=5.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2329.69it/s, iter=4.44e+03, step_size=0.893, tol=5.48e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2329.34it/s, iter=4.44e+03, step_size=0.893, tol=5.48e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2329.22it/s, iter=4.44e+03, step_size=0.893, tol=5.46e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2328.87it/s, iter=4.44e+03, step_size=0.893, tol=5.46e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2328.75it/s, iter=4.44e+03, step_size=0.893, tol=5.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2328.41it/s, iter=4.44e+03, step_size=0.893, tol=5.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2328.29it/s, iter=4.44e+03, step_size=0.893, tol=5.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2327.94it/s, iter=4.44e+03, step_size=0.893, tol=5.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2327.82it/s, iter=4.44e+03, step_size=0.893, tol=5.39e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2327.47it/s, iter=4.44e+03, step_size=0.893, tol=5.39e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2327.35it/s, iter=4.44e+03, step_size=0.893, tol=5.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2326.99it/s, iter=4.44e+03, step_size=0.893, tol=5.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2326.87it/s, iter=4.44e+03, step_size=0.893, tol=5.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2326.52it/s, iter=4.44e+03, step_size=0.893, tol=5.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2326.40it/s, iter=4.44e+03, step_size=0.893, tol=5.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2326.05it/s, iter=4.44e+03, step_size=0.893, tol=5.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2325.93it/s, iter=4.45e+03, step_size=0.893, tol=5.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2325.58it/s, iter=4.45e+03, step_size=0.893, tol=5.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2325.46it/s, iter=4.45e+03, step_size=0.893, tol=5.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2325.09it/s, iter=4.45e+03, step_size=0.893, tol=5.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2324.95it/s, iter=4.45e+03, step_size=0.893, tol=5.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2324.17it/s, iter=4.45e+03, step_size=0.893, tol=5.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2323.82it/s, iter=4.45e+03, step_size=0.893, tol=5.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2323.41it/s, iter=4.45e+03, step_size=0.893, tol=5.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2323.29it/s, iter=4.45e+03, step_size=0.893, tol=5.21e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2322.92it/s, iter=4.45e+03, step_size=0.893, tol=5.21e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2322.78it/s, iter=4.45e+03, step_size=0.893, tol=5.19e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2322.40it/s, iter=4.45e+03, step_size=0.893, tol=5.19e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2322.28it/s, iter=4.45e+03, step_size=0.893, tol=5.17e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2321.93it/s, iter=4.45e+03, step_size=0.893, tol=5.17e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2321.81it/s, iter=4.45e+03, step_size=0.893, tol=5.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2321.41it/s, iter=4.45e+03, step_size=0.893, tol=5.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2321.28it/s, iter=4.45e+03, step_size=0.893, tol=5.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2320.90it/s, iter=4.45e+03, step_size=0.893, tol=5.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2320.77it/s, iter=4.46e+03, step_size=0.893, tol=5.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2320.38it/s, iter=4.46e+03, step_size=0.893, tol=5.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2320.21it/s, iter=4.46e+03, step_size=0.893, tol=5.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2319.80it/s, iter=4.46e+03, step_size=0.893, tol=5.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2319.67it/s, iter=4.46e+03, step_size=0.893, tol=5.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2319.32it/s, iter=4.46e+03, step_size=0.893, tol=5.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2319.20it/s, iter=4.46e+03, step_size=0.893, tol=5.04e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2318.85it/s, iter=4.46e+03, step_size=0.893, tol=5.04e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2318.73it/s, iter=4.46e+03, step_size=0.893, tol=5.02e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2318.38it/s, iter=4.46e+03, step_size=0.893, tol=5.02e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2318.26it/s, iter=4.46e+03, step_size=0.893, tol=5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2317.91it/s, iter=4.46e+03, step_size=0.893, tol=5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2317.80it/s, iter=4.46e+03, step_size=0.893, tol=4.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2317.45it/s, iter=4.46e+03, step_size=0.893, tol=4.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2317.33it/s, iter=4.46e+03, step_size=0.893, tol=4.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2316.98it/s, iter=4.46e+03, step_size=0.893, tol=4.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2316.86it/s, iter=4.46e+03, step_size=0.893, tol=4.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2316.51it/s, iter=4.46e+03, step_size=0.893, tol=4.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2316.39it/s, iter=4.46e+03, step_size=0.893, tol=4.92e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2316.04it/s, iter=4.46e+03, step_size=0.893, tol=4.92e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2315.92it/s, iter=4.46e+03, step_size=0.893, tol=4.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2315.58it/s, iter=4.46e+03, step_size=0.893, tol=4.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2315.46it/s, iter=4.47e+03, step_size=0.893, tol=4.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2315.06it/s, iter=4.47e+03, step_size=0.893, tol=4.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2314.94it/s, iter=4.47e+03, step_size=0.893, tol=4.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2314.59it/s, iter=4.47e+03, step_size=0.893, tol=4.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2314.47it/s, iter=4.47e+03, step_size=0.893, tol=4.84e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2314.13it/s, iter=4.47e+03, step_size=0.893, tol=4.84e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2314.00it/s, iter=4.47e+03, step_size=0.893, tol=4.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2313.66it/s, iter=4.47e+03, step_size=0.893, tol=4.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2313.54it/s, iter=4.47e+03, step_size=0.893, tol=4.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2313.20it/s, iter=4.47e+03, step_size=0.893, tol=4.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2313.08it/s, iter=4.47e+03, step_size=0.893, tol=4.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2312.73it/s, iter=4.47e+03, step_size=0.893, tol=4.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2312.61it/s, iter=4.47e+03, step_size=0.893, tol=4.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2312.27it/s, iter=4.47e+03, step_size=0.893, tol=4.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2312.15it/s, iter=4.47e+03, step_size=0.893, tol=4.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2311.81it/s, iter=4.47e+03, step_size=0.893, tol=4.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2311.69it/s, iter=4.47e+03, step_size=0.893, tol=4.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2311.34it/s, iter=4.47e+03, step_size=0.893, tol=4.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2311.22it/s, iter=4.48e+03, step_size=0.893, tol=4.7e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2310.87it/s, iter=4.48e+03, step_size=0.893, tol=4.7e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2310.76it/s, iter=4.48e+03, step_size=0.893, tol=4.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2310.37it/s, iter=4.48e+03, step_size=0.893, tol=4.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2310.25it/s, iter=4.48e+03, step_size=0.893, tol=4.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2309.86it/s, iter=4.48e+03, step_size=0.893, tol=4.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2309.74it/s, iter=4.48e+03, step_size=0.893, tol=4.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2309.40it/s, iter=4.48e+03, step_size=0.893, tol=4.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2309.28it/s, iter=4.48e+03, step_size=0.893, tol=4.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2308.89it/s, iter=4.48e+03, step_size=0.893, tol=4.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2308.74it/s, iter=4.48e+03, step_size=0.893, tol=4.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2308.39it/s, iter=4.48e+03, step_size=0.893, tol=4.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2308.27it/s, iter=4.48e+03, step_size=0.893, tol=4.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2307.92it/s, iter=4.48e+03, step_size=0.893, tol=4.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2307.80it/s, iter=4.48e+03, step_size=0.893, tol=4.56e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2307.45it/s, iter=4.48e+03, step_size=0.893, tol=4.56e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2307.33it/s, iter=4.48e+03, step_size=0.893, tol=4.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2306.99it/s, iter=4.48e+03, step_size=0.893, tol=4.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2306.87it/s, iter=4.48e+03, step_size=0.893, tol=4.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2306.52it/s, iter=4.48e+03, step_size=0.893, tol=4.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2306.40it/s, iter=4.48e+03, step_size=0.893, tol=4.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2306.06it/s, iter=4.48e+03, step_size=0.893, tol=4.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2305.94it/s, iter=4.49e+03, step_size=0.893, tol=4.49e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2305.53it/s, iter=4.49e+03, step_size=0.893, tol=4.49e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2305.41it/s, iter=4.49e+03, step_size=0.893, tol=4.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2305.00it/s, iter=4.49e+03, step_size=0.893, tol=4.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2304.79it/s, iter=4.49e+03, step_size=0.893, tol=4.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2303.79it/s, iter=4.49e+03, step_size=0.893, tol=4.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2303.66it/s, iter=4.49e+03, step_size=0.893, tol=4.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2303.28it/s, iter=4.49e+03, step_size=0.893, tol=4.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2303.15it/s, iter=4.49e+03, step_size=0.893, tol=4.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2302.77it/s, iter=4.49e+03, step_size=0.893, tol=4.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2302.64it/s, iter=4.49e+03, step_size=0.893, tol=4.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2302.27it/s, iter=4.49e+03, step_size=0.893, tol=4.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2302.14it/s, iter=4.49e+03, step_size=0.893, tol=4.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2301.76it/s, iter=4.49e+03, step_size=0.893, tol=4.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2301.63it/s, iter=4.49e+03, step_size=0.893, tol=4.36e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2301.26it/s, iter=4.49e+03, step_size=0.893, tol=4.36e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2301.12it/s, iter=4.49e+03, step_size=0.893, tol=4.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2300.66it/s, iter=4.49e+03, step_size=0.893, tol=4.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2300.45it/s, iter=4.5e+03, step_size=0.893, tol=4.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2300.08it/s, iter=4.5e+03, step_size=0.893, tol=4.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2299.95it/s, iter=4.5e+03, step_size=0.893, tol=4.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2299.57it/s, iter=4.5e+03, step_size=0.893, tol=4.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2299.44it/s, iter=4.5e+03, step_size=0.893, tol=4.29e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2299.07it/s, iter=4.5e+03, step_size=0.893, tol=4.29e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2298.94it/s, iter=4.5e+03, step_size=0.893, tol=4.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2298.57it/s, iter=4.5e+03, step_size=0.893, tol=4.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2298.45it/s, iter=4.5e+03, step_size=0.893, tol=4.25e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2298.10it/s, iter=4.5e+03, step_size=0.893, tol=4.25e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2297.99it/s, iter=4.5e+03, step_size=0.893, tol=4.23e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2297.64it/s, iter=4.5e+03, step_size=0.893, tol=4.23e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2297.52it/s, iter=4.5e+03, step_size=0.893, tol=4.22e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2297.17it/s, iter=4.5e+03, step_size=0.893, tol=4.22e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2297.06it/s, iter=4.5e+03, step_size=0.893, tol=4.2e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2296.71it/s, iter=4.5e+03, step_size=0.893, tol=4.2e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2296.59it/s, iter=4.5e+03, step_size=0.893, tol=4.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2296.25it/s, iter=4.5e+03, step_size=0.893, tol=4.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2296.13it/s, iter=4.5e+03, step_size=0.893, tol=4.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2295.72it/s, iter=4.5e+03, step_size=0.893, tol=4.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2295.60it/s, iter=4.50e+03, step_size=0.893, tol=4.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2295.26it/s, iter=4.50e+03, step_size=0.893, tol=4.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2295.14it/s, iter=4.51e+03, step_size=0.893, tol=4.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2294.76it/s, iter=4.51e+03, step_size=0.893, tol=4.13e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2294.64it/s, iter=4.51e+03, step_size=0.893, tol=4.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2294.29it/s, iter=4.51e+03, step_size=0.893, tol=4.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2294.17it/s, iter=4.51e+03, step_size=0.893, tol=4.1e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2293.82it/s, iter=4.51e+03, step_size=0.893, tol=4.1e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2293.71it/s, iter=4.51e+03, step_size=0.893, tol=4.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2293.36it/s, iter=4.51e+03, step_size=0.893, tol=4.08e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2293.24it/s, iter=4.51e+03, step_size=0.893, tol=4.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2292.90it/s, iter=4.51e+03, step_size=0.893, tol=4.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2292.77it/s, iter=4.51e+03, step_size=0.893, tol=4.04e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2292.43it/s, iter=4.51e+03, step_size=0.893, tol=4.04e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2292.31it/s, iter=4.51e+03, step_size=0.893, tol=4.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2291.97it/s, iter=4.51e+03, step_size=0.893, tol=4.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2291.86it/s, iter=4.51e+03, step_size=0.893, tol=4.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2291.52it/s, iter=4.51e+03, step_size=0.893, tol=4.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2291.40it/s, iter=4.51e+03, step_size=0.893, tol=3.99e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2291.00it/s, iter=4.51e+03, step_size=0.893, tol=3.99e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2290.88it/s, iter=4.52e+03, step_size=0.893, tol=3.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2290.54it/s, iter=4.52e+03, step_size=0.893, tol=3.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2290.43it/s, iter=4.52e+03, step_size=0.893, tol=3.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2290.09it/s, iter=4.52e+03, step_size=0.893, tol=3.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2289.97it/s, iter=4.52e+03, step_size=0.893, tol=3.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2289.63it/s, iter=4.52e+03, step_size=0.893, tol=3.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2289.51it/s, iter=4.52e+03, step_size=0.893, tol=3.93e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2289.18it/s, iter=4.52e+03, step_size=0.893, tol=3.93e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2289.06it/s, iter=4.52e+03, step_size=0.893, tol=3.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2288.72it/s, iter=4.52e+03, step_size=0.893, tol=3.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2288.60it/s, iter=4.52e+03, step_size=0.893, tol=3.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2288.26it/s, iter=4.52e+03, step_size=0.893, tol=3.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2288.15it/s, iter=4.52e+03, step_size=0.893, tol=3.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2287.81it/s, iter=4.52e+03, step_size=0.893, tol=3.88e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2287.69it/s, iter=4.52e+03, step_size=0.893, tol=3.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2287.35it/s, iter=4.52e+03, step_size=0.893, tol=3.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2287.24it/s, iter=4.52e+03, step_size=0.893, tol=3.85e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2286.90it/s, iter=4.52e+03, step_size=0.893, tol=3.85e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2286.79it/s, iter=4.52e+03, step_size=0.893, tol=3.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2286.41it/s, iter=4.52e+03, step_size=0.893, tol=3.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2286.29it/s, iter=4.52e+03, step_size=0.893, tol=3.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2285.89it/s, iter=4.52e+03, step_size=0.893, tol=3.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2285.69it/s, iter=4.53e+03, step_size=0.893, tol=3.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2285.06it/s, iter=4.53e+03, step_size=0.893, tol=3.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2284.93it/s, iter=4.53e+03, step_size=0.893, tol=3.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2284.41it/s, iter=4.53e+03, step_size=0.893, tol=3.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2284.23it/s, iter=4.53e+03, step_size=0.893, tol=3.77e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2283.75it/s, iter=4.53e+03, step_size=0.893, tol=3.77e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2283.64it/s, iter=4.53e+03, step_size=0.893, tol=3.75e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2283.29it/s, iter=4.53e+03, step_size=0.893, tol=3.75e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2283.18it/s, iter=4.53e+03, step_size=0.893, tol=3.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2282.84it/s, iter=4.53e+03, step_size=0.893, tol=3.74e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2282.72it/s, iter=4.53e+03, step_size=0.893, tol=3.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2282.39it/s, iter=4.53e+03, step_size=0.893, tol=3.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2282.27it/s, iter=4.53e+03, step_size=0.893, tol=3.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2281.93it/s, iter=4.53e+03, step_size=0.893, tol=3.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2281.76it/s, iter=4.53e+03, step_size=0.893, tol=3.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2281.38it/s, iter=4.53e+03, step_size=0.893, tol=3.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2281.26it/s, iter=4.53e+03, step_size=0.893, tol=3.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2280.89it/s, iter=4.53e+03, step_size=0.893, tol=3.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2280.77it/s, iter=4.54e+03, step_size=0.893, tol=3.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2280.44it/s, iter=4.54e+03, step_size=0.893, tol=3.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2280.32it/s, iter=4.54e+03, step_size=0.893, tol=3.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2279.98it/s, iter=4.54e+03, step_size=0.893, tol=3.64e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2279.87it/s, iter=4.54e+03, step_size=0.893, tol=3.63e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2279.53it/s, iter=4.54e+03, step_size=0.893, tol=3.63e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2279.42it/s, iter=4.54e+03, step_size=0.893, tol=3.61e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2279.08it/s, iter=4.54e+03, step_size=0.893, tol=3.61e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2278.97it/s, iter=4.54e+03, step_size=0.893, tol=3.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2278.63it/s, iter=4.54e+03, step_size=0.893, tol=3.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2278.52it/s, iter=4.54e+03, step_size=0.893, tol=3.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2278.19it/s, iter=4.54e+03, step_size=0.893, tol=3.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2278.07it/s, iter=4.54e+03, step_size=0.893, tol=3.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2277.74it/s, iter=4.54e+03, step_size=0.893, tol=3.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2277.62it/s, iter=4.54e+03, step_size=0.893, tol=3.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2277.29it/s, iter=4.54e+03, step_size=0.893, tol=3.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2277.18it/s, iter=4.54e+03, step_size=0.893, tol=3.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2276.80it/s, iter=4.54e+03, step_size=0.893, tol=3.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2276.68it/s, iter=4.54e+03, step_size=0.893, tol=3.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2276.35it/s, iter=4.54e+03, step_size=0.893, tol=3.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2276.23it/s, iter=4.54e+03, step_size=0.893, tol=3.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2275.89it/s, iter=4.54e+03, step_size=0.893, tol=3.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2275.78it/s, iter=4.55e+03, step_size=0.893, tol=3.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2275.44it/s, iter=4.55e+03, step_size=0.893, tol=3.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2275.33it/s, iter=4.55e+03, step_size=0.893, tol=3.48e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2274.99it/s, iter=4.55e+03, step_size=0.893, tol=3.48e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2274.88it/s, iter=4.55e+03, step_size=0.893, tol=3.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2274.54it/s, iter=4.55e+03, step_size=0.893, tol=3.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2274.43it/s, iter=4.55e+03, step_size=0.893, tol=3.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2274.05it/s, iter=4.55e+03, step_size=0.893, tol=3.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2273.93it/s, iter=4.55e+03, step_size=0.893, tol=3.44e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2273.60it/s, iter=4.55e+03, step_size=0.893, tol=3.44e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2273.49it/s, iter=4.55e+03, step_size=0.893, tol=3.42e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2273.15it/s, iter=4.55e+03, step_size=0.893, tol=3.42e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2273.04it/s, iter=4.55e+03, step_size=0.893, tol=3.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2272.70it/s, iter=4.55e+03, step_size=0.893, tol=3.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2272.59it/s, iter=4.55e+03, step_size=0.893, tol=3.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2272.18it/s, iter=4.55e+03, step_size=0.893, tol=3.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2272.07it/s, iter=4.55e+03, step_size=0.893, tol=3.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2271.74it/s, iter=4.55e+03, step_size=0.893, tol=3.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2271.62it/s, iter=4.56e+03, step_size=0.893, tol=3.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2271.29it/s, iter=4.56e+03, step_size=0.893, tol=3.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2271.18it/s, iter=4.56e+03, step_size=0.893, tol=3.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2270.82it/s, iter=4.56e+03, step_size=0.893, tol=3.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2270.69it/s, iter=4.56e+03, step_size=0.893, tol=3.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2270.35it/s, iter=4.56e+03, step_size=0.893, tol=3.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2270.24it/s, iter=4.56e+03, step_size=0.893, tol=3.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2269.90it/s, iter=4.56e+03, step_size=0.893, tol=3.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2269.79it/s, iter=4.56e+03, step_size=0.893, tol=3.31e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2269.45it/s, iter=4.56e+03, step_size=0.893, tol=3.31e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2269.34it/s, iter=4.56e+03, step_size=0.893, tol=3.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2269.01it/s, iter=4.56e+03, step_size=0.893, tol=3.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2268.89it/s, iter=4.56e+03, step_size=0.893, tol=3.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2268.56it/s, iter=4.56e+03, step_size=0.893, tol=3.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2268.45it/s, iter=4.56e+03, step_size=0.893, tol=3.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2268.12it/s, iter=4.56e+03, step_size=0.893, tol=3.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2268.00it/s, iter=4.56e+03, step_size=0.893, tol=3.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2267.60it/s, iter=4.56e+03, step_size=0.893, tol=3.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2267.48it/s, iter=4.56e+03, step_size=0.893, tol=3.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2267.12it/s, iter=4.56e+03, step_size=0.893, tol=3.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2267.00it/s, iter=4.56e+03, step_size=0.893, tol=3.23e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2266.67it/s, iter=4.56e+03, step_size=0.893, tol=3.23e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2266.56it/s, iter=4.57e+03, step_size=0.893, tol=3.22e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2266.23it/s, iter=4.57e+03, step_size=0.893, tol=3.22e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2266.11it/s, iter=4.57e+03, step_size=0.893, tol=3.2e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2265.78it/s, iter=4.57e+03, step_size=0.893, tol=3.2e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2265.67it/s, iter=4.57e+03, step_size=0.893, tol=3.19e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2265.32it/s, iter=4.57e+03, step_size=0.893, tol=3.19e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2265.19it/s, iter=4.57e+03, step_size=0.893, tol=3.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2264.65it/s, iter=4.57e+03, step_size=0.893, tol=3.18e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2264.54it/s, iter=4.57e+03, step_size=0.893, tol=3.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2264.21it/s, iter=4.57e+03, step_size=0.893, tol=3.16e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2264.09it/s, iter=4.57e+03, step_size=0.893, tol=3.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2263.76it/s, iter=4.57e+03, step_size=0.893, tol=3.15e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2263.65it/s, iter=4.57e+03, step_size=0.893, tol=3.14e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2263.32it/s, iter=4.57e+03, step_size=0.893, tol=3.14e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2263.21it/s, iter=4.57e+03, step_size=0.893, tol=3.12e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2262.79it/s, iter=4.57e+03, step_size=0.893, tol=3.12e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2262.68it/s, iter=4.57e+03, step_size=0.893, tol=3.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2262.35it/s, iter=4.57e+03, step_size=0.893, tol=3.11e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2262.24it/s, iter=4.58e+03, step_size=0.893, tol=3.1e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2261.91it/s, iter=4.58e+03, step_size=0.893, tol=3.1e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2261.79it/s, iter=4.58e+03, step_size=0.893, tol=3.09e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2261.43it/s, iter=4.58e+03, step_size=0.893, tol=3.09e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2261.32it/s, iter=4.58e+03, step_size=0.893, tol=3.07e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2260.99it/s, iter=4.58e+03, step_size=0.893, tol=3.07e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2260.88it/s, iter=4.58e+03, step_size=0.893, tol=3.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2260.44it/s, iter=4.58e+03, step_size=0.893, tol=3.06e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2260.32it/s, iter=4.58e+03, step_size=0.893, tol=3.05e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2259.97it/s, iter=4.58e+03, step_size=0.893, tol=3.05e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2259.86it/s, iter=4.58e+03, step_size=0.893, tol=3.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2259.53it/s, iter=4.58e+03, step_size=0.893, tol=3.03e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2259.42it/s, iter=4.58e+03, step_size=0.893, tol=3.02e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2259.09it/s, iter=4.58e+03, step_size=0.893, tol=3.02e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2258.98it/s, iter=4.58e+03, step_size=0.893, tol=3.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2258.65it/s, iter=4.58e+03, step_size=0.893, tol=3.01e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2258.53it/s, iter=4.58e+03, step_size=0.893, tol=3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2258.16it/s, iter=4.58e+03, step_size=0.893, tol=3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2258.04it/s, iter=4.58e+03, step_size=0.893, tol=2.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2257.71it/s, iter=4.58e+03, step_size=0.893, tol=2.98e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2257.60it/s, iter=4.58e+03, step_size=0.893, tol=2.97e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2257.27it/s, iter=4.58e+03, step_size=0.893, tol=2.97e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2257.16it/s, iter=4.59e+03, step_size=0.893, tol=2.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2256.83it/s, iter=4.59e+03, step_size=0.893, tol=2.96e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2256.72it/s, iter=4.59e+03, step_size=0.893, tol=2.95e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2256.39it/s, iter=4.59e+03, step_size=0.893, tol=2.95e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2256.28it/s, iter=4.59e+03, step_size=0.893, tol=2.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2255.95it/s, iter=4.59e+03, step_size=0.893, tol=2.94e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2255.84it/s, iter=4.59e+03, step_size=0.893, tol=2.92e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2255.52it/s, iter=4.59e+03, step_size=0.893, tol=2.92e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2255.40it/s, iter=4.59e+03, step_size=0.893, tol=2.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2255.08it/s, iter=4.59e+03, step_size=0.893, tol=2.91e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2254.96it/s, iter=4.59e+03, step_size=0.893, tol=2.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2254.64it/s, iter=4.59e+03, step_size=0.893, tol=2.9e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2254.52it/s, iter=4.59e+03, step_size=0.893, tol=2.89e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2254.20it/s, iter=4.59e+03, step_size=0.893, tol=2.89e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2254.08it/s, iter=4.59e+03, step_size=0.893, tol=2.87e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2253.67it/s, iter=4.59e+03, step_size=0.893, tol=2.87e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2253.56it/s, iter=4.59e+03, step_size=0.893, tol=2.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2253.23it/s, iter=4.59e+03, step_size=0.893, tol=2.86e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2253.11it/s, iter=4.6e+03, step_size=0.893, tol=2.85e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2252.79it/s, iter=4.6e+03, step_size=0.893, tol=2.85e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2252.67it/s, iter=4.6e+03, step_size=0.893, tol=2.84e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2252.34it/s, iter=4.6e+03, step_size=0.893, tol=2.84e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2252.23it/s, iter=4.6e+03, step_size=0.893, tol=2.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2251.90it/s, iter=4.6e+03, step_size=0.893, tol=2.83e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2251.79it/s, iter=4.6e+03, step_size=0.893, tol=2.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2251.46it/s, iter=4.6e+03, step_size=0.893, tol=2.82e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2251.35it/s, iter=4.6e+03, step_size=0.893, tol=2.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2251.02it/s, iter=4.6e+03, step_size=0.893, tol=2.8e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2250.90it/s, iter=4.6e+03, step_size=0.893, tol=2.79e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2250.58it/s, iter=4.6e+03, step_size=0.893, tol=2.79e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2250.46it/s, iter=4.6e+03, step_size=0.893, tol=2.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2250.14it/s, iter=4.6e+03, step_size=0.893, tol=2.78e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2250.03it/s, iter=4.6e+03, step_size=0.893, tol=2.77e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2249.70it/s, iter=4.6e+03, step_size=0.893, tol=2.77e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2249.59it/s, iter=4.6e+03, step_size=0.893, tol=2.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2249.26it/s, iter=4.6e+03, step_size=0.893, tol=2.76e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2249.14it/s, iter=4.6e+03, step_size=0.893, tol=2.75e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2248.82it/s, iter=4.6e+03, step_size=0.893, tol=2.75e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2248.70it/s, iter=4.60e+03, step_size=0.893, tol=2.73e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2248.38it/s, iter=4.60e+03, step_size=0.893, tol=2.73e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2248.27it/s, iter=4.61e+03, step_size=0.893, tol=2.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2247.94it/s, iter=4.61e+03, step_size=0.893, tol=2.72e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2247.83it/s, iter=4.61e+03, step_size=0.893, tol=2.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2247.51it/s, iter=4.61e+03, step_size=0.893, tol=2.71e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2247.39it/s, iter=4.61e+03, step_size=0.893, tol=2.7e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2247.07it/s, iter=4.61e+03, step_size=0.893, tol=2.7e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2246.96it/s, iter=4.61e+03, step_size=0.893, tol=2.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2246.63it/s, iter=4.61e+03, step_size=0.893, tol=2.69e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2246.52it/s, iter=4.61e+03, step_size=0.893, tol=2.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2246.19it/s, iter=4.61e+03, step_size=0.893, tol=2.68e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2246.06it/s, iter=4.61e+03, step_size=0.893, tol=2.67e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2245.46it/s, iter=4.61e+03, step_size=0.893, tol=2.67e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2245.35it/s, iter=4.61e+03, step_size=0.893, tol=2.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2245.02it/s, iter=4.61e+03, step_size=0.893, tol=2.66e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2244.91it/s, iter=4.61e+03, step_size=0.893, tol=2.65e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2244.53it/s, iter=4.61e+03, step_size=0.893, tol=2.65e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2244.41it/s, iter=4.61e+03, step_size=0.893, tol=2.63e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2244.08it/s, iter=4.61e+03, step_size=0.893, tol=2.63e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2243.97it/s, iter=4.62e+03, step_size=0.893, tol=2.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2243.64it/s, iter=4.62e+03, step_size=0.893, tol=2.62e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2243.53it/s, iter=4.62e+03, step_size=0.893, tol=2.61e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2243.21it/s, iter=4.62e+03, step_size=0.893, tol=2.61e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2243.09it/s, iter=4.62e+03, step_size=0.893, tol=2.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2242.77it/s, iter=4.62e+03, step_size=0.893, tol=2.6e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2242.65it/s, iter=4.62e+03, step_size=0.893, tol=2.59e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2242.33it/s, iter=4.62e+03, step_size=0.893, tol=2.59e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2242.22it/s, iter=4.62e+03, step_size=0.893, tol=2.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2241.89it/s, iter=4.62e+03, step_size=0.893, tol=2.58e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2241.78it/s, iter=4.62e+03, step_size=0.893, tol=2.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2241.46it/s, iter=4.62e+03, step_size=0.893, tol=2.57e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2241.35it/s, iter=4.62e+03, step_size=0.893, tol=2.56e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2241.02it/s, iter=4.62e+03, step_size=0.893, tol=2.56e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2240.91it/s, iter=4.62e+03, step_size=0.893, tol=2.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2240.55it/s, iter=4.62e+03, step_size=0.893, tol=2.55e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2240.44it/s, iter=4.62e+03, step_size=0.893, tol=2.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2240.12it/s, iter=4.62e+03, step_size=0.893, tol=2.54e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2239.97it/s, iter=4.62e+03, step_size=0.893, tol=2.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2239.65it/s, iter=4.62e+03, step_size=0.893, tol=2.53e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2239.54it/s, iter=4.62e+03, step_size=0.893, tol=2.52e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2239.21it/s, iter=4.62e+03, step_size=0.893, tol=2.52e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2239.10it/s, iter=4.63e+03, step_size=0.893, tol=2.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2238.78it/s, iter=4.63e+03, step_size=0.893, tol=2.51e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2238.67it/s, iter=4.63e+03, step_size=0.893, tol=2.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2238.22it/s, iter=4.63e+03, step_size=0.893, tol=2.5e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2238.10it/s, iter=4.63e+03, step_size=0.893, tol=2.49e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2237.78it/s, iter=4.63e+03, step_size=0.893, tol=2.49e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2237.66it/s, iter=4.63e+03, step_size=0.893, tol=2.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2237.34it/s, iter=4.63e+03, step_size=0.893, tol=2.47e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2237.23it/s, iter=4.63e+03, step_size=0.893, tol=2.46e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2236.90it/s, iter=4.63e+03, step_size=0.893, tol=2.46e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2236.79it/s, iter=4.63e+03, step_size=0.893, tol=2.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2236.47it/s, iter=4.63e+03, step_size=0.893, tol=2.45e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2236.35it/s, iter=4.63e+03, step_size=0.893, tol=2.44e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2236.03it/s, iter=4.63e+03, step_size=0.893, tol=2.44e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2235.92it/s, iter=4.63e+03, step_size=0.893, tol=2.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2235.59it/s, iter=4.63e+03, step_size=0.893, tol=2.43e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2235.44it/s, iter=4.63e+03, step_size=0.893, tol=2.42e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2235.11it/s, iter=4.63e+03, step_size=0.893, tol=2.42e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2235.00it/s, iter=4.64e+03, step_size=0.893, tol=2.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2234.68it/s, iter=4.64e+03, step_size=0.893, tol=2.41e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2234.57it/s, iter=4.64e+03, step_size=0.893, tol=2.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2234.24it/s, iter=4.64e+03, step_size=0.893, tol=2.4e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2234.13it/s, iter=4.64e+03, step_size=0.893, tol=2.39e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2233.80it/s, iter=4.64e+03, step_size=0.893, tol=2.39e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2233.69it/s, iter=4.64e+03, step_size=0.893, tol=2.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2233.37it/s, iter=4.64e+03, step_size=0.893, tol=2.38e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2233.26it/s, iter=4.64e+03, step_size=0.893, tol=2.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2232.94it/s, iter=4.64e+03, step_size=0.893, tol=2.37e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2232.83it/s, iter=4.64e+03, step_size=0.893, tol=2.36e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2232.51it/s, iter=4.64e+03, step_size=0.893, tol=2.36e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2232.40it/s, iter=4.64e+03, step_size=0.893, tol=2.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2232.07it/s, iter=4.64e+03, step_size=0.893, tol=2.35e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2231.96it/s, iter=4.64e+03, step_size=0.893, tol=2.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2231.64it/s, iter=4.64e+03, step_size=0.893, tol=2.34e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2231.53it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2231.21it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2231.10it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2230.77it/s, iter=4.64e+03, step_size=0.893, tol=2.33e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2230.66it/s, iter=4.64e+03, step_size=0.893, tol=2.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2230.34it/s, iter=4.64e+03, step_size=0.893, tol=2.32e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2230.23it/s, iter=4.65e+03, step_size=0.893, tol=2.31e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2229.90it/s, iter=4.65e+03, step_size=0.893, tol=2.31e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2229.79it/s, iter=4.65e+03, step_size=0.893, tol=2.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2229.47it/s, iter=4.65e+03, step_size=0.893, tol=2.3e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2229.36it/s, iter=4.65e+03, step_size=0.893, tol=2.29e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2229.03it/s, iter=4.65e+03, step_size=0.893, tol=2.29e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2228.92it/s, iter=4.65e+03, step_size=0.893, tol=2.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2228.60it/s, iter=4.65e+03, step_size=0.893, tol=2.28e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2228.49it/s, iter=4.65e+03, step_size=0.893, tol=2.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2228.17it/s, iter=4.65e+03, step_size=0.893, tol=2.27e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2228.06it/s, iter=4.65e+03, step_size=0.893, tol=2.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2227.74it/s, iter=4.65e+03, step_size=0.893, tol=2.26e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2227.63it/s, iter=4.65e+03, step_size=0.893, tol=2.25e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2227.28it/s, iter=4.65e+03, step_size=0.893, tol=2.25e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2227.15it/s, iter=4.65e+03, step_size=0.893, tol=2.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2226.78it/s, iter=4.65e+03, step_size=0.893, tol=2.24e-11]
PGD: 88%|########8 | 4408/5000 [00:01<00:00, 2226.67it/s, iter=4.65e+03, step_size=0.893, tol=2.23e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2351.36it/s, iter=4.65e+03, step_size=0.893, tol=2.23e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2351.02it/s, iter=4.65e+03, step_size=0.893, tol=2.23e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2350.90it/s, iter=4.66e+03, step_size=0.893, tol=2.22e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2350.56it/s, iter=4.66e+03, step_size=0.893, tol=2.22e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2350.45it/s, iter=4.66e+03, step_size=0.893, tol=2.21e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2350.11it/s, iter=4.66e+03, step_size=0.893, tol=2.21e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2350.00it/s, iter=4.66e+03, step_size=0.893, tol=2.2e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2349.66it/s, iter=4.66e+03, step_size=0.893, tol=2.2e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2349.55it/s, iter=4.66e+03, step_size=0.893, tol=2.19e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2349.21it/s, iter=4.66e+03, step_size=0.893, tol=2.19e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2349.09it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2348.76it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2348.64it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2348.30it/s, iter=4.66e+03, step_size=0.893, tol=2.18e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2348.19it/s, iter=4.66e+03, step_size=0.893, tol=2.17e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2347.85it/s, iter=4.66e+03, step_size=0.893, tol=2.17e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2347.74it/s, iter=4.66e+03, step_size=0.893, tol=2.16e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2347.40it/s, iter=4.66e+03, step_size=0.893, tol=2.16e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2347.29it/s, iter=4.66e+03, step_size=0.893, tol=2.15e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2346.95it/s, iter=4.66e+03, step_size=0.893, tol=2.15e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2346.83it/s, iter=4.66e+03, step_size=0.893, tol=2.14e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2346.49it/s, iter=4.66e+03, step_size=0.893, tol=2.14e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2346.37it/s, iter=4.66e+03, step_size=0.893, tol=2.13e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2346.04it/s, iter=4.66e+03, step_size=0.893, tol=2.13e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2345.92it/s, iter=4.67e+03, step_size=0.893, tol=2.12e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2345.59it/s, iter=4.67e+03, step_size=0.893, tol=2.12e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2345.48it/s, iter=4.67e+03, step_size=0.893, tol=2.11e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2345.14it/s, iter=4.67e+03, step_size=0.893, tol=2.11e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2345.02it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2344.69it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2344.57it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2344.23it/s, iter=4.67e+03, step_size=0.893, tol=2.1e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2344.12it/s, iter=4.67e+03, step_size=0.893, tol=2.09e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2343.78it/s, iter=4.67e+03, step_size=0.893, tol=2.09e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2343.67it/s, iter=4.67e+03, step_size=0.893, tol=2.08e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2343.33it/s, iter=4.67e+03, step_size=0.893, tol=2.08e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2343.22it/s, iter=4.67e+03, step_size=0.893, tol=2.07e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2342.88it/s, iter=4.67e+03, step_size=0.893, tol=2.07e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2342.77it/s, iter=4.67e+03, step_size=0.893, tol=2.06e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2342.43it/s, iter=4.67e+03, step_size=0.893, tol=2.06e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2342.32it/s, iter=4.67e+03, step_size=0.893, tol=2.05e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2341.98it/s, iter=4.67e+03, step_size=0.893, tol=2.05e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2341.87it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2341.53it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2341.41it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2341.08it/s, iter=4.68e+03, step_size=0.893, tol=2.04e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2340.96it/s, iter=4.68e+03, step_size=0.893, tol=2.03e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2340.63it/s, iter=4.68e+03, step_size=0.893, tol=2.03e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2340.51it/s, iter=4.68e+03, step_size=0.893, tol=2.02e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2340.18it/s, iter=4.68e+03, step_size=0.893, tol=2.02e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2340.06it/s, iter=4.68e+03, step_size=0.893, tol=2.01e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2339.72it/s, iter=4.68e+03, step_size=0.893, tol=2.01e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2339.61it/s, iter=4.68e+03, step_size=0.893, tol=2e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2339.27it/s, iter=4.68e+03, step_size=0.893, tol=2e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2339.16it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2338.81it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2338.70it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2338.32it/s, iter=4.68e+03, step_size=0.893, tol=1.99e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2338.21it/s, iter=4.68e+03, step_size=0.893, tol=1.98e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2337.87it/s, iter=4.68e+03, step_size=0.893, tol=1.98e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2337.75it/s, iter=4.68e+03, step_size=0.893, tol=1.97e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2337.42it/s, iter=4.68e+03, step_size=0.893, tol=1.97e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2337.30it/s, iter=4.68e+03, step_size=0.893, tol=1.96e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2336.94it/s, iter=4.68e+03, step_size=0.893, tol=1.96e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2336.83it/s, iter=4.69e+03, step_size=0.893, tol=1.95e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2336.49it/s, iter=4.69e+03, step_size=0.893, tol=1.95e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2336.38it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2336.05it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2335.93it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2335.60it/s, iter=4.69e+03, step_size=0.893, tol=1.94e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2335.49it/s, iter=4.69e+03, step_size=0.893, tol=1.93e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2335.16it/s, iter=4.69e+03, step_size=0.893, tol=1.93e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2335.04it/s, iter=4.69e+03, step_size=0.893, tol=1.92e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2334.71it/s, iter=4.69e+03, step_size=0.893, tol=1.92e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2334.59it/s, iter=4.69e+03, step_size=0.893, tol=1.91e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2334.26it/s, iter=4.69e+03, step_size=0.893, tol=1.91e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2334.14it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2333.81it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2333.70it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2333.36it/s, iter=4.69e+03, step_size=0.893, tol=1.9e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2333.25it/s, iter=4.69e+03, step_size=0.893, tol=1.89e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2332.92it/s, iter=4.69e+03, step_size=0.893, tol=1.89e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2332.81it/s, iter=4.7e+03, step_size=0.893, tol=1.88e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2332.47it/s, iter=4.7e+03, step_size=0.893, tol=1.88e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2332.34it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2331.95it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2331.83it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2331.49it/s, iter=4.7e+03, step_size=0.893, tol=1.87e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2331.38it/s, iter=4.7e+03, step_size=0.893, tol=1.86e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2331.05it/s, iter=4.7e+03, step_size=0.893, tol=1.86e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2330.94it/s, iter=4.7e+03, step_size=0.893, tol=1.85e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2330.60it/s, iter=4.7e+03, step_size=0.893, tol=1.85e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2330.49it/s, iter=4.7e+03, step_size=0.893, tol=1.84e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2330.16it/s, iter=4.7e+03, step_size=0.893, tol=1.84e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2330.05it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2329.72it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2329.60it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2329.27it/s, iter=4.7e+03, step_size=0.893, tol=1.83e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2329.16it/s, iter=4.7e+03, step_size=0.893, tol=1.82e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2328.83it/s, iter=4.7e+03, step_size=0.893, tol=1.82e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2328.72it/s, iter=4.7e+03, step_size=0.893, tol=1.81e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2328.39it/s, iter=4.7e+03, step_size=0.893, tol=1.81e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2328.27it/s, iter=4.70e+03, step_size=0.893, tol=1.8e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2327.94it/s, iter=4.70e+03, step_size=0.893, tol=1.8e-11]
PGD: 93%|#########3| 4655/5000 [00:01<00:00, 2327.83it/s, iter=4.71e+03, step_size=0.893, tol=1.8e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2327.50it/s, iter=4.71e+03, step_size=0.893, tol=1.8e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2327.39it/s, iter=4.71e+03, step_size=0.893, tol=1.79e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2327.06it/s, iter=4.71e+03, step_size=0.893, tol=1.79e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2326.94it/s, iter=4.71e+03, step_size=0.893, tol=1.78e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2326.61it/s, iter=4.71e+03, step_size=0.893, tol=1.78e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2326.50it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2326.17it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2326.05it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2325.72it/s, iter=4.71e+03, step_size=0.893, tol=1.77e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2325.61it/s, iter=4.71e+03, step_size=0.893, tol=1.76e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2325.28it/s, iter=4.71e+03, step_size=0.893, tol=1.76e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2325.17it/s, iter=4.71e+03, step_size=0.893, tol=1.75e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2324.80it/s, iter=4.71e+03, step_size=0.893, tol=1.75e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2324.69it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2324.36it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2324.25it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2323.92it/s, iter=4.71e+03, step_size=0.893, tol=1.74e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2323.80it/s, iter=4.72e+03, step_size=0.893, tol=1.73e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2323.47it/s, iter=4.72e+03, step_size=0.893, tol=1.73e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2323.36it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2323.03it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2322.91it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2322.59it/s, iter=4.72e+03, step_size=0.893, tol=1.72e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2322.48it/s, iter=4.72e+03, step_size=0.893, tol=1.71e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2322.15it/s, iter=4.72e+03, step_size=0.893, tol=1.71e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2322.03it/s, iter=4.72e+03, step_size=0.893, tol=1.7e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2321.70it/s, iter=4.72e+03, step_size=0.893, tol=1.7e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2321.59it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2321.26it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2321.14it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2320.81it/s, iter=4.72e+03, step_size=0.893, tol=1.69e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2320.70it/s, iter=4.72e+03, step_size=0.893, tol=1.68e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2320.34it/s, iter=4.72e+03, step_size=0.893, tol=1.68e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2320.22it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2319.90it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2319.78it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2319.46it/s, iter=4.72e+03, step_size=0.893, tol=1.67e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2319.34it/s, iter=4.72e+03, step_size=0.893, tol=1.66e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2319.01it/s, iter=4.72e+03, step_size=0.893, tol=1.66e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2318.90it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2318.57it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2318.43it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2318.09it/s, iter=4.73e+03, step_size=0.893, tol=1.65e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2317.98it/s, iter=4.73e+03, step_size=0.893, tol=1.64e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2317.65it/s, iter=4.73e+03, step_size=0.893, tol=1.64e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2317.53it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2317.20it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2317.09it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2316.75it/s, iter=4.73e+03, step_size=0.893, tol=1.63e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2316.64it/s, iter=4.73e+03, step_size=0.893, tol=1.62e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2316.31it/s, iter=4.73e+03, step_size=0.893, tol=1.62e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2316.19it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2315.86it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2315.75it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2315.37it/s, iter=4.73e+03, step_size=0.893, tol=1.61e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2315.25it/s, iter=4.73e+03, step_size=0.893, tol=1.6e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2314.93it/s, iter=4.73e+03, step_size=0.893, tol=1.6e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2314.81it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2314.48it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2314.37it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2314.05it/s, iter=4.74e+03, step_size=0.893, tol=1.59e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2313.93it/s, iter=4.74e+03, step_size=0.893, tol=1.58e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2313.60it/s, iter=4.74e+03, step_size=0.893, tol=1.58e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2313.49it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2313.16it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2313.04it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2312.66it/s, iter=4.74e+03, step_size=0.893, tol=1.57e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2312.54it/s, iter=4.74e+03, step_size=0.893, tol=1.56e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2312.22it/s, iter=4.74e+03, step_size=0.893, tol=1.56e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2312.11it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2311.78it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2311.65it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2311.31it/s, iter=4.74e+03, step_size=0.893, tol=1.55e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2311.20it/s, iter=4.74e+03, step_size=0.893, tol=1.54e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2310.88it/s, iter=4.74e+03, step_size=0.893, tol=1.54e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2310.77it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2310.44it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2310.33it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2310.01it/s, iter=4.74e+03, step_size=0.893, tol=1.53e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2309.85it/s, iter=4.75e+03, step_size=0.893, tol=1.52e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2309.52it/s, iter=4.75e+03, step_size=0.893, tol=1.52e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2309.41it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2309.08it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2308.96it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2308.64it/s, iter=4.75e+03, step_size=0.893, tol=1.51e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2308.53it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2308.20it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2308.09it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2307.77it/s, iter=4.75e+03, step_size=0.893, tol=1.5e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2307.65it/s, iter=4.75e+03, step_size=0.893, tol=1.49e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2307.33it/s, iter=4.75e+03, step_size=0.893, tol=1.49e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2307.22it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2306.89it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2306.78it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2306.46it/s, iter=4.75e+03, step_size=0.893, tol=1.48e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2306.35it/s, iter=4.75e+03, step_size=0.893, tol=1.47e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2306.03it/s, iter=4.75e+03, step_size=0.893, tol=1.47e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2305.91it/s, iter=4.76e+03, step_size=0.893, tol=1.47e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2305.59it/s, iter=4.76e+03, step_size=0.893, tol=1.47e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2305.48it/s, iter=4.76e+03, step_size=0.893, tol=1.46e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2305.15it/s, iter=4.76e+03, step_size=0.893, tol=1.46e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2305.04it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2304.72it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2304.60it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2304.28it/s, iter=4.76e+03, step_size=0.893, tol=1.45e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2304.16it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2303.84it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2303.73it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2303.41it/s, iter=4.76e+03, step_size=0.893, tol=1.44e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2303.29it/s, iter=4.76e+03, step_size=0.893, tol=1.43e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2302.97it/s, iter=4.76e+03, step_size=0.893, tol=1.43e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2302.86it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2302.54it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2302.43it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2302.10it/s, iter=4.76e+03, step_size=0.893, tol=1.42e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2301.99it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2301.67it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2301.56it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2301.24it/s, iter=4.76e+03, step_size=0.893, tol=1.41e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2301.13it/s, iter=4.77e+03, step_size=0.893, tol=1.4e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2300.80it/s, iter=4.77e+03, step_size=0.893, tol=1.4e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2300.69it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2300.37it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2300.26it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2299.88it/s, iter=4.77e+03, step_size=0.893, tol=1.39e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2299.77it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2299.44it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2299.33it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2299.01it/s, iter=4.77e+03, step_size=0.893, tol=1.38e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2298.90it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2298.57it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2298.46it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2298.10it/s, iter=4.77e+03, step_size=0.893, tol=1.37e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2298.00it/s, iter=4.77e+03, step_size=0.893, tol=1.36e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2297.67it/s, iter=4.77e+03, step_size=0.893, tol=1.36e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2297.56it/s, iter=4.77e+03, step_size=0.893, tol=1.35e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2297.24it/s, iter=4.77e+03, step_size=0.893, tol=1.35e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2297.13it/s, iter=4.78e+03, step_size=0.893, tol=1.35e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2296.80it/s, iter=4.78e+03, step_size=0.893, tol=1.35e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2296.69it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2296.37it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2296.26it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2295.94it/s, iter=4.78e+03, step_size=0.893, tol=1.34e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2295.83it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2295.50it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2295.39it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2295.06it/s, iter=4.78e+03, step_size=0.893, tol=1.33e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2294.95it/s, iter=4.78e+03, step_size=0.893, tol=1.32e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2294.63it/s, iter=4.78e+03, step_size=0.893, tol=1.32e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2294.52it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2294.19it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2294.08it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2293.69it/s, iter=4.78e+03, step_size=0.893, tol=1.31e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2293.58it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2293.26it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2293.15it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2292.82it/s, iter=4.78e+03, step_size=0.893, tol=1.3e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2292.71it/s, iter=4.78e+03, step_size=0.893, tol=1.29e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2292.38it/s, iter=4.78e+03, step_size=0.893, tol=1.29e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2292.27it/s, iter=4.79e+03, step_size=0.893, tol=1.29e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2291.95it/s, iter=4.79e+03, step_size=0.893, tol=1.29e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2291.84it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2291.39it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2291.22it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2290.84it/s, iter=4.79e+03, step_size=0.893, tol=1.28e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2290.73it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2290.39it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2290.15it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2289.75it/s, iter=4.79e+03, step_size=0.893, tol=1.27e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2289.62it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2289.19it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2289.05it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2288.62it/s, iter=4.79e+03, step_size=0.893, tol=1.26e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2288.48it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2288.08it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2287.95it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2287.55it/s, iter=4.79e+03, step_size=0.893, tol=1.25e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2287.41it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2287.02it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2286.88it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2286.48it/s, iter=4.8e+03, step_size=0.893, tol=1.24e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2286.33it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2285.94it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2285.80it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2285.41it/s, iter=4.8e+03, step_size=0.893, tol=1.23e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2285.27it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2284.88it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2284.75it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2284.36it/s, iter=4.8e+03, step_size=0.893, tol=1.22e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2284.24it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2283.88it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2283.76it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2283.41it/s, iter=4.8e+03, step_size=0.893, tol=1.21e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2283.28it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2282.93it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2282.81it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2282.45it/s, iter=4.8e+03, step_size=0.893, tol=1.2e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2282.33it/s, iter=4.80e+03, step_size=0.893, tol=1.19e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2281.92it/s, iter=4.80e+03, step_size=0.893, tol=1.19e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2281.80it/s, iter=4.81e+03, step_size=0.893, tol=1.19e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2281.44it/s, iter=4.81e+03, step_size=0.893, tol=1.19e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2281.32it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2280.96it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2280.84it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2280.48it/s, iter=4.81e+03, step_size=0.893, tol=1.18e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2280.36it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2280.00it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2279.88it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2279.52it/s, iter=4.81e+03, step_size=0.893, tol=1.17e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2279.39it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2279.03it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2278.91it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2278.58it/s, iter=4.81e+03, step_size=0.893, tol=1.16e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2278.46it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2278.13it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2278.02it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2277.69it/s, iter=4.81e+03, step_size=0.893, tol=1.15e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2277.50it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2277.17it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2277.06it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2276.73it/s, iter=4.82e+03, step_size=0.893, tol=1.14e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2276.62it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2276.29it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2276.17it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2275.85it/s, iter=4.82e+03, step_size=0.893, tol=1.13e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2275.73it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2275.41it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2275.29it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2274.96it/s, iter=4.82e+03, step_size=0.893, tol=1.12e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2274.85it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2274.52it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2274.41it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2274.08it/s, iter=4.82e+03, step_size=0.893, tol=1.11e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2273.97it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2273.64it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2273.53it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2273.19it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2273.01it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2272.69it/s, iter=4.82e+03, step_size=0.893, tol=1.1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2272.58it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2272.23it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2272.12it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2271.81it/s, iter=4.83e+03, step_size=0.893, tol=1.09e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2271.70it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2271.39it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2271.28it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.96it/s, iter=4.83e+03, step_size=0.893, tol=1.08e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.85it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.53it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.43it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.11it/s, iter=4.83e+03, step_size=0.893, tol=1.07e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2270.00it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2269.68it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2269.58it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2269.26it/s, iter=4.83e+03, step_size=0.893, tol=1.06e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2269.15it/s, iter=4.83e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2268.84it/s, iter=4.83e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2268.69it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2268.34it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2268.24it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2267.92it/s, iter=4.84e+03, step_size=0.893, tol=1.05e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2267.82it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2267.50it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2267.39it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2267.08it/s, iter=4.84e+03, step_size=0.893, tol=1.04e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2266.97it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2266.66it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2266.56it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2266.24it/s, iter=4.84e+03, step_size=0.893, tol=1.03e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2266.13it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2265.82it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2265.72it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2265.40it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2265.30it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2264.98it/s, iter=4.84e+03, step_size=0.893, tol=1.02e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2264.88it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2264.56it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2264.45it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2264.07it/s, iter=4.84e+03, step_size=0.893, tol=1.01e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2263.97it/s, iter=4.85e+03, step_size=0.893, tol=1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2263.65it/s, iter=4.85e+03, step_size=0.893, tol=1e-11]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2263.54it/s, iter=4.85e+03, step_size=0.893, tol=9.99e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2263.23it/s, iter=4.85e+03, step_size=0.893, tol=9.99e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2263.12it/s, iter=4.85e+03, step_size=0.893, tol=9.95e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2262.81it/s, iter=4.85e+03, step_size=0.893, tol=9.95e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2262.70it/s, iter=4.85e+03, step_size=0.893, tol=9.91e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2262.39it/s, iter=4.85e+03, step_size=0.893, tol=9.91e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2262.28it/s, iter=4.85e+03, step_size=0.893, tol=9.87e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.97it/s, iter=4.85e+03, step_size=0.893, tol=9.87e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.86it/s, iter=4.85e+03, step_size=0.893, tol=9.83e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.55it/s, iter=4.85e+03, step_size=0.893, tol=9.83e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.44it/s, iter=4.85e+03, step_size=0.893, tol=9.79e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.13it/s, iter=4.85e+03, step_size=0.893, tol=9.79e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2261.03it/s, iter=4.85e+03, step_size=0.893, tol=9.75e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2260.71it/s, iter=4.85e+03, step_size=0.893, tol=9.75e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2260.60it/s, iter=4.85e+03, step_size=0.893, tol=9.71e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2260.29it/s, iter=4.85e+03, step_size=0.893, tol=9.71e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2260.18it/s, iter=4.86e+03, step_size=0.893, tol=9.67e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2259.84it/s, iter=4.86e+03, step_size=0.893, tol=9.67e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2259.73it/s, iter=4.86e+03, step_size=0.893, tol=9.63e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2259.38it/s, iter=4.86e+03, step_size=0.893, tol=9.63e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2259.28it/s, iter=4.86e+03, step_size=0.893, tol=9.59e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.96it/s, iter=4.86e+03, step_size=0.893, tol=9.59e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.86it/s, iter=4.86e+03, step_size=0.893, tol=9.55e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.55it/s, iter=4.86e+03, step_size=0.893, tol=9.55e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.44it/s, iter=4.86e+03, step_size=0.893, tol=9.51e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.13it/s, iter=4.86e+03, step_size=0.893, tol=9.51e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2258.02it/s, iter=4.86e+03, step_size=0.893, tol=9.47e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2257.70it/s, iter=4.86e+03, step_size=0.893, tol=9.47e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2257.59it/s, iter=4.86e+03, step_size=0.893, tol=9.43e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2257.28it/s, iter=4.86e+03, step_size=0.893, tol=9.43e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2257.18it/s, iter=4.86e+03, step_size=0.893, tol=9.39e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2256.83it/s, iter=4.86e+03, step_size=0.893, tol=9.39e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2256.69it/s, iter=4.86e+03, step_size=0.893, tol=9.35e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2256.38it/s, iter=4.86e+03, step_size=0.893, tol=9.35e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2256.27it/s, iter=4.86e+03, step_size=0.893, tol=9.31e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2255.96it/s, iter=4.86e+03, step_size=0.893, tol=9.31e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2255.86it/s, iter=4.86e+03, step_size=0.893, tol=9.27e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2255.52it/s, iter=4.86e+03, step_size=0.893, tol=9.27e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2255.40it/s, iter=4.87e+03, step_size=0.893, tol=9.23e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2255.09it/s, iter=4.87e+03, step_size=0.893, tol=9.23e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2254.99it/s, iter=4.87e+03, step_size=0.893, tol=9.2e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2254.68it/s, iter=4.87e+03, step_size=0.893, tol=9.2e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2254.57it/s, iter=4.87e+03, step_size=0.893, tol=9.16e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2254.24it/s, iter=4.87e+03, step_size=0.893, tol=9.16e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2254.13it/s, iter=4.87e+03, step_size=0.893, tol=9.12e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2253.81it/s, iter=4.87e+03, step_size=0.893, tol=9.12e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2253.70it/s, iter=4.87e+03, step_size=0.893, tol=9.08e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2253.38it/s, iter=4.87e+03, step_size=0.893, tol=9.08e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2253.26it/s, iter=4.87e+03, step_size=0.893, tol=9.04e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2252.94it/s, iter=4.87e+03, step_size=0.893, tol=9.04e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2252.83it/s, iter=4.87e+03, step_size=0.893, tol=9.01e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2252.50it/s, iter=4.87e+03, step_size=0.893, tol=9.01e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2252.39it/s, iter=4.87e+03, step_size=0.893, tol=8.97e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2252.06it/s, iter=4.87e+03, step_size=0.893, tol=8.97e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2251.95it/s, iter=4.87e+03, step_size=0.893, tol=8.93e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2251.51it/s, iter=4.87e+03, step_size=0.893, tol=8.93e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2251.35it/s, iter=4.88e+03, step_size=0.893, tol=8.89e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2250.97it/s, iter=4.88e+03, step_size=0.893, tol=8.89e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2250.85it/s, iter=4.88e+03, step_size=0.893, tol=8.86e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2250.51it/s, iter=4.88e+03, step_size=0.893, tol=8.86e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2250.39it/s, iter=4.88e+03, step_size=0.893, tol=8.82e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2250.05it/s, iter=4.88e+03, step_size=0.893, tol=8.82e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2249.93it/s, iter=4.88e+03, step_size=0.893, tol=8.78e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2249.59it/s, iter=4.88e+03, step_size=0.893, tol=8.78e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2249.48it/s, iter=4.88e+03, step_size=0.893, tol=8.75e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2249.13it/s, iter=4.88e+03, step_size=0.893, tol=8.75e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2249.01it/s, iter=4.88e+03, step_size=0.893, tol=8.71e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2248.67it/s, iter=4.88e+03, step_size=0.893, tol=8.71e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2248.56it/s, iter=4.88e+03, step_size=0.893, tol=8.68e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2248.22it/s, iter=4.88e+03, step_size=0.893, tol=8.68e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2248.10it/s, iter=4.88e+03, step_size=0.893, tol=8.64e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2247.76it/s, iter=4.88e+03, step_size=0.893, tol=8.64e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2247.64it/s, iter=4.88e+03, step_size=0.893, tol=8.6e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2247.30it/s, iter=4.88e+03, step_size=0.893, tol=8.6e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2247.18it/s, iter=4.88e+03, step_size=0.893, tol=8.57e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2246.83it/s, iter=4.88e+03, step_size=0.893, tol=8.57e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2246.72it/s, iter=4.88e+03, step_size=0.893, tol=8.53e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2246.37it/s, iter=4.88e+03, step_size=0.893, tol=8.53e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2246.25it/s, iter=4.89e+03, step_size=0.893, tol=8.5e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2245.90it/s, iter=4.89e+03, step_size=0.893, tol=8.5e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2245.80it/s, iter=4.89e+03, step_size=0.893, tol=8.46e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2245.48it/s, iter=4.89e+03, step_size=0.893, tol=8.46e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2245.37it/s, iter=4.89e+03, step_size=0.893, tol=8.43e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2245.06it/s, iter=4.89e+03, step_size=0.893, tol=8.43e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2244.95it/s, iter=4.89e+03, step_size=0.893, tol=8.39e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2244.64it/s, iter=4.89e+03, step_size=0.893, tol=8.39e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2244.53it/s, iter=4.89e+03, step_size=0.893, tol=8.36e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2244.22it/s, iter=4.89e+03, step_size=0.893, tol=8.36e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2244.11it/s, iter=4.89e+03, step_size=0.893, tol=8.32e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2243.80it/s, iter=4.89e+03, step_size=0.893, tol=8.32e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2243.69it/s, iter=4.89e+03, step_size=0.893, tol=8.29e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2243.38it/s, iter=4.89e+03, step_size=0.893, tol=8.29e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2243.27it/s, iter=4.89e+03, step_size=0.893, tol=8.25e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.96it/s, iter=4.89e+03, step_size=0.893, tol=8.25e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.86it/s, iter=4.89e+03, step_size=0.893, tol=8.22e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.54it/s, iter=4.89e+03, step_size=0.893, tol=8.22e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.43it/s, iter=4.9e+03, step_size=0.893, tol=8.18e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.12it/s, iter=4.9e+03, step_size=0.893, tol=8.18e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2242.01it/s, iter=4.9e+03, step_size=0.893, tol=8.15e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2241.70it/s, iter=4.9e+03, step_size=0.893, tol=8.15e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2241.59it/s, iter=4.9e+03, step_size=0.893, tol=8.12e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2241.28it/s, iter=4.9e+03, step_size=0.893, tol=8.12e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2241.17it/s, iter=4.9e+03, step_size=0.893, tol=8.08e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2240.82it/s, iter=4.9e+03, step_size=0.893, tol=8.08e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2240.70it/s, iter=4.9e+03, step_size=0.893, tol=8.05e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2240.38it/s, iter=4.9e+03, step_size=0.893, tol=8.05e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2240.26it/s, iter=4.9e+03, step_size=0.893, tol=8.02e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.97it/s, iter=4.9e+03, step_size=0.893, tol=8.02e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.87it/s, iter=4.9e+03, step_size=0.893, tol=7.98e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.57it/s, iter=4.9e+03, step_size=0.893, tol=7.98e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.47it/s, iter=4.9e+03, step_size=0.893, tol=7.95e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.17it/s, iter=4.9e+03, step_size=0.893, tol=7.95e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2239.07it/s, iter=4.9e+03, step_size=0.893, tol=7.92e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2238.73it/s, iter=4.9e+03, step_size=0.893, tol=7.92e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2238.59it/s, iter=4.9e+03, step_size=0.893, tol=7.88e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2238.29it/s, iter=4.9e+03, step_size=0.893, tol=7.88e-12]
PGD: 93%|#########3| 4655/5000 [00:02<00:00, 2238.19it/s, iter=4.90e+03, step_size=0.893, tol=7.85e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2358.79it/s, iter=4.90e+03, step_size=0.893, tol=7.85e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2358.49it/s, iter=4.90e+03, step_size=0.893, tol=7.85e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2358.38it/s, iter=4.91e+03, step_size=0.893, tol=7.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2358.07it/s, iter=4.91e+03, step_size=0.893, tol=7.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2357.96it/s, iter=4.91e+03, step_size=0.893, tol=7.79e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2357.65it/s, iter=4.91e+03, step_size=0.893, tol=7.79e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2357.55it/s, iter=4.91e+03, step_size=0.893, tol=7.75e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2357.24it/s, iter=4.91e+03, step_size=0.893, tol=7.75e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2357.13it/s, iter=4.91e+03, step_size=0.893, tol=7.72e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2356.82it/s, iter=4.91e+03, step_size=0.893, tol=7.72e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2356.71it/s, iter=4.91e+03, step_size=0.893, tol=7.69e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2356.40it/s, iter=4.91e+03, step_size=0.893, tol=7.69e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2356.29it/s, iter=4.91e+03, step_size=0.893, tol=7.66e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.98it/s, iter=4.91e+03, step_size=0.893, tol=7.66e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.87it/s, iter=4.91e+03, step_size=0.893, tol=7.63e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.56it/s, iter=4.91e+03, step_size=0.893, tol=7.63e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.46it/s, iter=4.91e+03, step_size=0.893, tol=7.59e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.15it/s, iter=4.91e+03, step_size=0.893, tol=7.59e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2355.04it/s, iter=4.91e+03, step_size=0.893, tol=7.56e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2354.69it/s, iter=4.91e+03, step_size=0.893, tol=7.56e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2354.59it/s, iter=4.92e+03, step_size=0.893, tol=7.53e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2354.27it/s, iter=4.92e+03, step_size=0.893, tol=7.53e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2354.16it/s, iter=4.92e+03, step_size=0.893, tol=7.5e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2353.85it/s, iter=4.92e+03, step_size=0.893, tol=7.5e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2353.75it/s, iter=4.92e+03, step_size=0.893, tol=7.47e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2353.44it/s, iter=4.92e+03, step_size=0.893, tol=7.47e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2353.33it/s, iter=4.92e+03, step_size=0.893, tol=7.44e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2353.02it/s, iter=4.92e+03, step_size=0.893, tol=7.44e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2352.92it/s, iter=4.92e+03, step_size=0.893, tol=7.41e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2352.61it/s, iter=4.92e+03, step_size=0.893, tol=7.41e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2352.50it/s, iter=4.92e+03, step_size=0.893, tol=7.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2352.20it/s, iter=4.92e+03, step_size=0.893, tol=7.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2352.09it/s, iter=4.92e+03, step_size=0.893, tol=7.35e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2351.78it/s, iter=4.92e+03, step_size=0.893, tol=7.35e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2351.68it/s, iter=4.92e+03, step_size=0.893, tol=7.32e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2351.37it/s, iter=4.92e+03, step_size=0.893, tol=7.32e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2351.26it/s, iter=4.92e+03, step_size=0.893, tol=7.29e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.95it/s, iter=4.92e+03, step_size=0.893, tol=7.29e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.85it/s, iter=4.92e+03, step_size=0.893, tol=7.26e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.54it/s, iter=4.92e+03, step_size=0.893, tol=7.26e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.43it/s, iter=4.92e+03, step_size=0.893, tol=7.22e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.12it/s, iter=4.92e+03, step_size=0.893, tol=7.22e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2350.02it/s, iter=4.93e+03, step_size=0.893, tol=7.19e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2349.70it/s, iter=4.93e+03, step_size=0.893, tol=7.19e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2349.59it/s, iter=4.93e+03, step_size=0.893, tol=7.16e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2349.29it/s, iter=4.93e+03, step_size=0.893, tol=7.16e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2349.18it/s, iter=4.93e+03, step_size=0.893, tol=7.14e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2348.87it/s, iter=4.93e+03, step_size=0.893, tol=7.14e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2348.77it/s, iter=4.93e+03, step_size=0.893, tol=7.11e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2348.46it/s, iter=4.93e+03, step_size=0.893, tol=7.11e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2348.35it/s, iter=4.93e+03, step_size=0.893, tol=7.08e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2348.04it/s, iter=4.93e+03, step_size=0.893, tol=7.08e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2347.94it/s, iter=4.93e+03, step_size=0.893, tol=7.05e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2347.63it/s, iter=4.93e+03, step_size=0.893, tol=7.05e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2347.52it/s, iter=4.93e+03, step_size=0.893, tol=7.02e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2347.21it/s, iter=4.93e+03, step_size=0.893, tol=7.02e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2347.10it/s, iter=4.93e+03, step_size=0.893, tol=6.99e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2346.79it/s, iter=4.93e+03, step_size=0.893, tol=6.99e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2346.68it/s, iter=4.93e+03, step_size=0.893, tol=6.96e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2346.37it/s, iter=4.93e+03, step_size=0.893, tol=6.96e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2346.26it/s, iter=4.94e+03, step_size=0.893, tol=6.93e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.96it/s, iter=4.94e+03, step_size=0.893, tol=6.93e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.85it/s, iter=4.94e+03, step_size=0.893, tol=6.9e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.54it/s, iter=4.94e+03, step_size=0.893, tol=6.9e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.44it/s, iter=4.94e+03, step_size=0.893, tol=6.87e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.12it/s, iter=4.94e+03, step_size=0.893, tol=6.87e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2345.01it/s, iter=4.94e+03, step_size=0.893, tol=6.84e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2344.71it/s, iter=4.94e+03, step_size=0.893, tol=6.84e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2344.60it/s, iter=4.94e+03, step_size=0.893, tol=6.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2344.29it/s, iter=4.94e+03, step_size=0.893, tol=6.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2344.19it/s, iter=4.94e+03, step_size=0.893, tol=6.79e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2343.88it/s, iter=4.94e+03, step_size=0.893, tol=6.79e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2343.78it/s, iter=4.94e+03, step_size=0.893, tol=6.76e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2343.47it/s, iter=4.94e+03, step_size=0.893, tol=6.76e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2343.36it/s, iter=4.94e+03, step_size=0.893, tol=6.73e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2343.05it/s, iter=4.94e+03, step_size=0.893, tol=6.73e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2342.95it/s, iter=4.94e+03, step_size=0.893, tol=6.7e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2342.64it/s, iter=4.94e+03, step_size=0.893, tol=6.7e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2342.53it/s, iter=4.94e+03, step_size=0.893, tol=6.68e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2342.23it/s, iter=4.94e+03, step_size=0.893, tol=6.68e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2342.12it/s, iter=4.94e+03, step_size=0.893, tol=6.65e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2341.80it/s, iter=4.94e+03, step_size=0.893, tol=6.65e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2341.67it/s, iter=4.95e+03, step_size=0.893, tol=6.62e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2341.36it/s, iter=4.95e+03, step_size=0.893, tol=6.62e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2341.26it/s, iter=4.95e+03, step_size=0.893, tol=6.59e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2340.94it/s, iter=4.95e+03, step_size=0.893, tol=6.59e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2340.78it/s, iter=4.95e+03, step_size=0.893, tol=6.57e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2340.38it/s, iter=4.95e+03, step_size=0.893, tol=6.57e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2340.27it/s, iter=4.95e+03, step_size=0.893, tol=6.54e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.97it/s, iter=4.95e+03, step_size=0.893, tol=6.54e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.86it/s, iter=4.95e+03, step_size=0.893, tol=6.51e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.55it/s, iter=4.95e+03, step_size=0.893, tol=6.51e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.45it/s, iter=4.95e+03, step_size=0.893, tol=6.48e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.14it/s, iter=4.95e+03, step_size=0.893, tol=6.48e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2339.04it/s, iter=4.95e+03, step_size=0.893, tol=6.46e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2338.74it/s, iter=4.95e+03, step_size=0.893, tol=6.46e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2338.63it/s, iter=4.95e+03, step_size=0.893, tol=6.43e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2338.33it/s, iter=4.95e+03, step_size=0.893, tol=6.43e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2338.22it/s, iter=4.95e+03, step_size=0.893, tol=6.4e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2337.92it/s, iter=4.95e+03, step_size=0.893, tol=6.4e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2337.81it/s, iter=4.96e+03, step_size=0.893, tol=6.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2337.45it/s, iter=4.96e+03, step_size=0.893, tol=6.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2337.35it/s, iter=4.96e+03, step_size=0.893, tol=6.35e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2337.04it/s, iter=4.96e+03, step_size=0.893, tol=6.35e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2336.94it/s, iter=4.96e+03, step_size=0.893, tol=6.32e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2336.63it/s, iter=4.96e+03, step_size=0.893, tol=6.32e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2336.53it/s, iter=4.96e+03, step_size=0.893, tol=6.3e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2336.18it/s, iter=4.96e+03, step_size=0.893, tol=6.3e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2336.08it/s, iter=4.96e+03, step_size=0.893, tol=6.27e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2335.77it/s, iter=4.96e+03, step_size=0.893, tol=6.27e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2335.66it/s, iter=4.96e+03, step_size=0.893, tol=6.25e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2335.35it/s, iter=4.96e+03, step_size=0.893, tol=6.25e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2335.25it/s, iter=4.96e+03, step_size=0.893, tol=6.22e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2334.94it/s, iter=4.96e+03, step_size=0.893, tol=6.22e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2334.84it/s, iter=4.96e+03, step_size=0.893, tol=6.19e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2334.53it/s, iter=4.96e+03, step_size=0.893, tol=6.19e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2334.43it/s, iter=4.96e+03, step_size=0.893, tol=6.17e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2334.08it/s, iter=4.96e+03, step_size=0.893, tol=6.17e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2333.98it/s, iter=4.96e+03, step_size=0.893, tol=6.14e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2333.67it/s, iter=4.96e+03, step_size=0.893, tol=6.14e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2333.56it/s, iter=4.96e+03, step_size=0.893, tol=6.12e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2333.25it/s, iter=4.96e+03, step_size=0.893, tol=6.12e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2333.15it/s, iter=4.97e+03, step_size=0.893, tol=6.09e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2332.84it/s, iter=4.97e+03, step_size=0.893, tol=6.09e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2332.74it/s, iter=4.97e+03, step_size=0.893, tol=6.07e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2332.44it/s, iter=4.97e+03, step_size=0.893, tol=6.07e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2332.33it/s, iter=4.97e+03, step_size=0.893, tol=6.04e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2332.02it/s, iter=4.97e+03, step_size=0.893, tol=6.04e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2331.87it/s, iter=4.97e+03, step_size=0.893, tol=6.02e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2331.57it/s, iter=4.97e+03, step_size=0.893, tol=6.02e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2331.46it/s, iter=4.97e+03, step_size=0.893, tol=5.99e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2331.16it/s, iter=4.97e+03, step_size=0.893, tol=5.99e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2331.06it/s, iter=4.97e+03, step_size=0.893, tol=5.97e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2330.75it/s, iter=4.97e+03, step_size=0.893, tol=5.97e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2330.65it/s, iter=4.97e+03, step_size=0.893, tol=5.94e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2330.33it/s, iter=4.97e+03, step_size=0.893, tol=5.94e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2330.23it/s, iter=4.97e+03, step_size=0.893, tol=5.92e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2329.88it/s, iter=4.97e+03, step_size=0.893, tol=5.92e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2329.78it/s, iter=4.97e+03, step_size=0.893, tol=5.89e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2329.48it/s, iter=4.97e+03, step_size=0.893, tol=5.89e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2329.37it/s, iter=4.98e+03, step_size=0.893, tol=5.87e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2329.07it/s, iter=4.98e+03, step_size=0.893, tol=5.87e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2328.96it/s, iter=4.98e+03, step_size=0.893, tol=5.84e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2328.62it/s, iter=4.98e+03, step_size=0.893, tol=5.84e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2328.52it/s, iter=4.98e+03, step_size=0.893, tol=5.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2328.21it/s, iter=4.98e+03, step_size=0.893, tol=5.82e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2328.11it/s, iter=4.98e+03, step_size=0.893, tol=5.8e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2327.80it/s, iter=4.98e+03, step_size=0.893, tol=5.8e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2327.70it/s, iter=4.98e+03, step_size=0.893, tol=5.77e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2327.34it/s, iter=4.98e+03, step_size=0.893, tol=5.77e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2327.24it/s, iter=4.98e+03, step_size=0.893, tol=5.75e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.94it/s, iter=4.98e+03, step_size=0.893, tol=5.75e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.83it/s, iter=4.98e+03, step_size=0.893, tol=5.72e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.52it/s, iter=4.98e+03, step_size=0.893, tol=5.72e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.42it/s, iter=4.98e+03, step_size=0.893, tol=5.7e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.11it/s, iter=4.98e+03, step_size=0.893, tol=5.7e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2326.01it/s, iter=4.98e+03, step_size=0.893, tol=5.68e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2325.70it/s, iter=4.98e+03, step_size=0.893, tol=5.68e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2325.60it/s, iter=4.98e+03, step_size=0.893, tol=5.65e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2325.30it/s, iter=4.98e+03, step_size=0.893, tol=5.65e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2325.19it/s, iter=4.98e+03, step_size=0.893, tol=5.63e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2324.88it/s, iter=4.98e+03, step_size=0.893, tol=5.63e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2324.78it/s, iter=4.99e+03, step_size=0.893, tol=5.61e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2324.47it/s, iter=4.99e+03, step_size=0.893, tol=5.61e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2324.37it/s, iter=4.99e+03, step_size=0.893, tol=5.58e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2324.04it/s, iter=4.99e+03, step_size=0.893, tol=5.58e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2323.92it/s, iter=4.99e+03, step_size=0.893, tol=5.56e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2323.57it/s, iter=4.99e+03, step_size=0.893, tol=5.56e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2323.46it/s, iter=4.99e+03, step_size=0.893, tol=5.54e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2323.09it/s, iter=4.99e+03, step_size=0.893, tol=5.54e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2322.97it/s, iter=4.99e+03, step_size=0.893, tol=5.51e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2322.67it/s, iter=4.99e+03, step_size=0.893, tol=5.51e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2322.56it/s, iter=4.99e+03, step_size=0.893, tol=5.49e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2322.20it/s, iter=4.99e+03, step_size=0.893, tol=5.49e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2322.06it/s, iter=4.99e+03, step_size=0.893, tol=5.47e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2321.74it/s, iter=4.99e+03, step_size=0.893, tol=5.47e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2321.64it/s, iter=4.99e+03, step_size=0.893, tol=5.45e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2321.33it/s, iter=4.99e+03, step_size=0.893, tol=5.45e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2321.22it/s, iter=4.99e+03, step_size=0.893, tol=5.42e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2320.91it/s, iter=4.99e+03, step_size=0.893, tol=5.42e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2320.80it/s, iter=5e+03, step_size=0.893, tol=5.4e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2320.48it/s, iter=5e+03, step_size=0.893, tol=5.4e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2320.38it/s, iter=5e+03, step_size=0.893, tol=5.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2320.06it/s, iter=5e+03, step_size=0.893, tol=5.38e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2319.96it/s, iter=5e+03, step_size=0.893, tol=5.36e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2319.64it/s, iter=5e+03, step_size=0.893, tol=5.36e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2319.54it/s, iter=5e+03, step_size=0.893, tol=5.33e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2319.23it/s, iter=5e+03, step_size=0.893, tol=5.33e-12]
PGD: 98%|#########8| 4906/5000 [00:02<00:00, 2319.12it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
PGD: 100%|##########| 5000/5000 [00:02<00:00, 2363.33it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
beta = 0.1
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.22]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.22]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.243]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.243]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.2]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.2]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.17]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.17]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.12]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.12]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0972]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0972]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0872]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0872]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0814]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0814]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0759]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0759]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0682]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0682]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0525]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0525]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0447]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0447]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0408]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0408]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0377]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0377]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0336]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0336]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0324]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0324]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0258]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0258]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0188]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0188]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0166]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0166]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00928]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00928]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00847]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00847]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00795]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00795]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00752]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00752]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00714]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00714]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00646]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00646]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00616]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00616]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00487]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00487]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00445]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00445]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00425]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00425]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00388]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00388]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0034]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0034]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00297]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00297]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00272]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00272]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00249]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00249]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.00238]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.00238]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00228]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00228]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00209]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00209]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.002]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.002]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.00183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.00183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.00141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.00141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.00135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.00135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.00129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.00129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.00124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.00124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000956]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000956]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000915]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000915]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000839]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000839]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000804]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000804]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.00077]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.00077]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000737]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000737]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000706]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000706]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000676]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000676]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.00062]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.00062]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.000594]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.000594]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0005]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0005]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000459]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000459]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.000439]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.000439]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000386]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000386]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00037]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00037]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.000354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.000354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.000339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.000339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.000325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.000325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.000311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.000311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000211]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000211]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000194]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000194]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.00017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.00017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.000144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.000144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.000138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.000138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.000132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.000132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.000126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.000126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.000121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.000121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.000116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.000116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.000111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.000111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.000106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.000106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.000102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.000102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=9.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=9.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=9.35e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=9.35e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=8.96e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=8.96e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=8.58e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=8.58e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=8.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=8.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=7.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=7.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=7.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=7.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=6.93e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=6.93e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=6.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=6.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=6.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=6.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=6.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=6.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=5.83e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=5.83e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=5.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=5.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=5.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=5.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=5.13e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=5.13e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=4.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=4.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=4.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=4.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=4.51e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=4.51e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=4.32e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=4.32e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=4.14e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=4.14e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=3.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=3.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=3.8e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=3.8e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=3.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=3.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=3.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=3.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=3.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=3.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=3.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=3.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=3.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=3.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=2.94e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=2.94e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=2.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=2.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=2.7e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=2.7e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=2.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=2.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=2.48e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=2.48e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=2.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=2.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.69e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.69e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=1.62e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=1.62e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=1.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=1.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=1.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=1.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=1.42e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=1.42e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=1.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=1.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=1.31e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=1.31e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=1.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=1.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=1.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=1.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=1.15e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=1.15e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=1.1e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=1.1e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=1.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=1.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=1.01e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=1.01e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=9.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=9.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=9.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=9.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=8.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=8.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=8.54e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=8.54e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=8.18e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=8.18e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=7.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=7.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=7.2e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=7.2e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=6.9e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=6.9e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=6.61e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=6.61e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=6.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=6.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=6.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=6.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=5.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=5.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=5.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=5.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=5.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=5.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=5.12e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=5.12e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=4.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=4.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=4.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=4.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=4.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=4.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=4.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=4.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=4.14e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=4.14e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=3.97e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=3.97e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=3.8e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=3.8e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=3.65e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=3.65e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=3.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=3.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=3.35e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=3.35e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=3.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=3.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=2.83e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=2.83e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=2.71e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=2.71e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=2.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=2.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=2.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=2.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=2.38e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=2.38e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=2.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=2.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=2.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=2.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=2.1e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=2.1e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=2.01e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=2.01e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.93e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.93e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=1.77e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=1.77e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=1.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=1.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=1.63e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=1.63e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=1.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=1.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=1.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=1.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=1.43e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=1.43e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=1.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=1.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=1.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=1.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=1.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=1.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=1.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=1.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=9.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=9.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=9.39e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=9.39e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=9.01e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=9.01e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=8.63e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=8.63e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=8.28e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=8.28e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=7.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=7.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=7.61e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=7.61e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=7.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=7.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=6.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=6.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=6.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=6.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=6.42e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=6.42e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=6.16e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=6.16e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=5.9e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=5.9e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=5.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=5.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=5.43e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=5.43e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=5.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=5.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=4.99e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2765.39it/s, iter=276, step_size=0.893, tol=4.99e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2758.28it/s, iter=276, step_size=0.893, tol=4.99e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2755.68it/s, iter=277, step_size=0.893, tol=4.78e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2748.52it/s, iter=277, step_size=0.893, tol=4.78e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2745.92it/s, iter=278, step_size=0.893, tol=4.58e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2738.84it/s, iter=278, step_size=0.893, tol=4.58e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2736.27it/s, iter=279, step_size=0.893, tol=4.4e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2729.24it/s, iter=279, step_size=0.893, tol=4.4e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2726.70it/s, iter=280, step_size=0.893, tol=4.21e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2719.75it/s, iter=280, step_size=0.893, tol=4.21e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2717.18it/s, iter=281, step_size=0.893, tol=4.04e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2710.24it/s, iter=281, step_size=0.893, tol=4.04e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2707.74it/s, iter=282, step_size=0.893, tol=3.87e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2699.89it/s, iter=282, step_size=0.893, tol=3.87e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2697.36it/s, iter=283, step_size=0.893, tol=3.71e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2690.59it/s, iter=283, step_size=0.893, tol=3.71e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2688.10it/s, iter=284, step_size=0.893, tol=3.56e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2681.31it/s, iter=284, step_size=0.893, tol=3.56e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2678.83it/s, iter=285, step_size=0.893, tol=3.41e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2672.09it/s, iter=285, step_size=0.893, tol=3.41e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2669.66it/s, iter=286, step_size=0.893, tol=3.27e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2663.00it/s, iter=286, step_size=0.893, tol=3.27e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2660.53it/s, iter=287, step_size=0.893, tol=3.14e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2653.90it/s, iter=287, step_size=0.893, tol=3.14e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2651.51it/s, iter=288, step_size=0.893, tol=3.01e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2644.90it/s, iter=288, step_size=0.893, tol=3.01e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2642.51it/s, iter=289, step_size=0.893, tol=2.89e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2635.98it/s, iter=289, step_size=0.893, tol=2.89e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2633.57it/s, iter=290, step_size=0.893, tol=2.77e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2627.08it/s, iter=290, step_size=0.893, tol=2.77e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2624.69it/s, iter=291, step_size=0.893, tol=2.65e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2618.24it/s, iter=291, step_size=0.893, tol=2.65e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2615.89it/s, iter=292, step_size=0.893, tol=2.54e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2609.41it/s, iter=292, step_size=0.893, tol=2.54e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2607.07it/s, iter=293, step_size=0.893, tol=2.44e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2599.73it/s, iter=293, step_size=0.893, tol=2.44e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2597.41it/s, iter=294, step_size=0.893, tol=2.34e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2591.02it/s, iter=294, step_size=0.893, tol=2.34e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2588.70it/s, iter=295, step_size=0.893, tol=2.24e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2582.38it/s, iter=295, step_size=0.893, tol=2.24e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2580.12it/s, iter=296, step_size=0.893, tol=2.15e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2573.84it/s, iter=296, step_size=0.893, tol=2.15e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2571.58it/s, iter=297, step_size=0.893, tol=2.06e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2565.37it/s, iter=297, step_size=0.893, tol=2.06e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2563.13it/s, iter=298, step_size=0.893, tol=1.98e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2556.88it/s, iter=298, step_size=0.893, tol=1.98e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2554.65it/s, iter=299, step_size=0.893, tol=1.9e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2548.49it/s, iter=299, step_size=0.893, tol=1.9e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2546.26it/s, iter=300, step_size=0.893, tol=1.82e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2540.16it/s, iter=300, step_size=0.893, tol=1.82e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2537.92it/s, iter=301, step_size=0.893, tol=1.74e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2531.80it/s, iter=301, step_size=0.893, tol=1.74e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2529.59it/s, iter=302, step_size=0.893, tol=1.67e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2523.56it/s, iter=302, step_size=0.893, tol=1.67e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2521.35it/s, iter=303, step_size=0.893, tol=1.6e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2514.57it/s, iter=303, step_size=0.893, tol=1.6e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2512.41it/s, iter=304, step_size=0.893, tol=1.54e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2505.57it/s, iter=304, step_size=0.893, tol=1.54e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2503.39it/s, iter=305, step_size=0.893, tol=1.47e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2497.48it/s, iter=305, step_size=0.893, tol=1.47e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2495.33it/s, iter=306, step_size=0.893, tol=1.41e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2489.48it/s, iter=306, step_size=0.893, tol=1.41e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2487.36it/s, iter=307, step_size=0.893, tol=1.36e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2481.58it/s, iter=307, step_size=0.893, tol=1.36e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2479.48it/s, iter=308, step_size=0.893, tol=1.3e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2473.61it/s, iter=308, step_size=0.893, tol=1.3e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2471.50it/s, iter=309, step_size=0.893, tol=1.25e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2465.77it/s, iter=309, step_size=0.893, tol=1.25e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2463.71it/s, iter=310, step_size=0.893, tol=1.2e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2458.02it/s, iter=310, step_size=0.893, tol=1.2e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2455.94it/s, iter=311, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2450.27it/s, iter=311, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2448.24it/s, iter=312, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2440.65it/s, iter=312, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2438.57it/s, iter=313, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2432.90it/s, iter=313, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2430.84it/s, iter=314, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2425.23it/s, iter=314, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2423.18it/s, iter=315, step_size=0.893, tol=9.7e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2417.45it/s, iter=315, step_size=0.893, tol=9.7e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2415.42it/s, iter=316, step_size=0.893, tol=9.3e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2409.85it/s, iter=316, step_size=0.893, tol=9.3e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2407.81it/s, iter=317, step_size=0.893, tol=8.92e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2402.28it/s, iter=317, step_size=0.893, tol=8.92e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2400.28it/s, iter=318, step_size=0.893, tol=8.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2394.79it/s, iter=318, step_size=0.893, tol=8.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2392.79it/s, iter=319, step_size=0.893, tol=8.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2387.38it/s, iter=319, step_size=0.893, tol=8.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2385.41it/s, iter=320, step_size=0.893, tol=7.87e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2379.98it/s, iter=320, step_size=0.893, tol=7.87e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2377.99it/s, iter=321, step_size=0.893, tol=7.55e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2372.60it/s, iter=321, step_size=0.893, tol=7.55e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2370.64it/s, iter=322, step_size=0.893, tol=7.24e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2365.33it/s, iter=322, step_size=0.893, tol=7.24e-08]
PGD: 6%|5 | 277/5000 [00:00<00:01, 2363.38it/s, iter=323, step_size=0.893, tol=6.94e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2358.11it/s, iter=323, step_size=0.893, tol=6.94e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2356.17it/s, iter=324, step_size=0.893, tol=6.66e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2350.86it/s, iter=324, step_size=0.893, tol=6.66e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2348.94it/s, iter=325, step_size=0.893, tol=6.39e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2343.69it/s, iter=325, step_size=0.893, tol=6.39e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2341.54it/s, iter=326, step_size=0.893, tol=6.13e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2336.32it/s, iter=326, step_size=0.893, tol=6.13e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2334.46it/s, iter=327, step_size=0.893, tol=5.88e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2329.36it/s, iter=327, step_size=0.893, tol=5.88e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2327.51it/s, iter=328, step_size=0.893, tol=5.64e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2322.42it/s, iter=328, step_size=0.893, tol=5.64e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2320.57it/s, iter=329, step_size=0.893, tol=5.41e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2315.49it/s, iter=329, step_size=0.893, tol=5.41e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2313.66it/s, iter=330, step_size=0.893, tol=5.19e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2308.64it/s, iter=330, step_size=0.893, tol=5.19e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2306.82it/s, iter=331, step_size=0.893, tol=4.97e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2301.87it/s, iter=331, step_size=0.893, tol=4.97e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2300.06it/s, iter=332, step_size=0.893, tol=4.77e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2295.11it/s, iter=332, step_size=0.893, tol=4.77e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2293.32it/s, iter=333, step_size=0.893, tol=4.58e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2288.44it/s, iter=333, step_size=0.893, tol=4.58e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2286.65it/s, iter=334, step_size=0.893, tol=4.39e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2281.78it/s, iter=334, step_size=0.893, tol=4.39e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2279.99it/s, iter=335, step_size=0.893, tol=4.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2274.51it/s, iter=335, step_size=0.893, tol=4.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2272.75it/s, iter=336, step_size=0.893, tol=4.04e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2267.92it/s, iter=336, step_size=0.893, tol=4.04e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2266.16it/s, iter=337, step_size=0.893, tol=3.88e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2261.30it/s, iter=337, step_size=0.893, tol=3.88e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2259.53it/s, iter=338, step_size=0.893, tol=3.72e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2254.75it/s, iter=338, step_size=0.893, tol=3.72e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2253.02it/s, iter=339, step_size=0.893, tol=3.57e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2248.31it/s, iter=339, step_size=0.893, tol=3.57e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2246.60it/s, iter=340, step_size=0.893, tol=3.42e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2241.90it/s, iter=340, step_size=0.893, tol=3.42e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2240.19it/s, iter=341, step_size=0.893, tol=3.28e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2235.53it/s, iter=341, step_size=0.893, tol=3.28e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2233.83it/s, iter=342, step_size=0.893, tol=3.15e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2229.15it/s, iter=342, step_size=0.893, tol=3.15e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2227.45it/s, iter=343, step_size=0.893, tol=3.02e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2222.82it/s, iter=343, step_size=0.893, tol=3.02e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2221.12it/s, iter=344, step_size=0.893, tol=2.9e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2216.49it/s, iter=344, step_size=0.893, tol=2.9e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2214.81it/s, iter=345, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2210.23it/s, iter=345, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2208.54it/s, iter=346, step_size=0.893, tol=2.67e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2203.98it/s, iter=346, step_size=0.893, tol=2.67e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2202.32it/s, iter=347, step_size=0.893, tol=2.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2197.77it/s, iter=347, step_size=0.893, tol=2.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2196.10it/s, iter=348, step_size=0.893, tol=2.45e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2191.56it/s, iter=348, step_size=0.893, tol=2.45e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2189.27it/s, iter=349, step_size=0.893, tol=2.35e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2184.75it/s, iter=349, step_size=0.893, tol=2.35e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2183.10it/s, iter=350, step_size=0.893, tol=2.26e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2178.62it/s, iter=350, step_size=0.893, tol=2.26e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2176.98it/s, iter=351, step_size=0.893, tol=2.17e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2172.52it/s, iter=351, step_size=0.893, tol=2.17e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2170.89it/s, iter=352, step_size=0.893, tol=2.08e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2166.48it/s, iter=352, step_size=0.893, tol=2.08e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2164.88it/s, iter=353, step_size=0.893, tol=1.99e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2160.38it/s, iter=353, step_size=0.893, tol=1.99e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2158.77it/s, iter=354, step_size=0.893, tol=1.91e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2154.22it/s, iter=354, step_size=0.893, tol=1.91e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2152.65it/s, iter=355, step_size=0.893, tol=1.84e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2148.41it/s, iter=355, step_size=0.893, tol=1.84e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2146.85it/s, iter=356, step_size=0.893, tol=1.76e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2142.60it/s, iter=356, step_size=0.893, tol=1.76e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2141.05it/s, iter=357, step_size=0.893, tol=1.69e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2136.80it/s, iter=357, step_size=0.893, tol=1.69e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2135.24it/s, iter=358, step_size=0.893, tol=1.62e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2129.66it/s, iter=358, step_size=0.893, tol=1.62e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2126.66it/s, iter=359, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2120.23it/s, iter=359, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2118.70it/s, iter=360, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2114.54it/s, iter=360, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2113.04it/s, iter=361, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2108.95it/s, iter=361, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2107.44it/s, iter=362, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2103.32it/s, iter=362, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2101.82it/s, iter=363, step_size=0.893, tol=1.32e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2097.75it/s, iter=363, step_size=0.893, tol=1.32e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2096.26it/s, iter=364, step_size=0.893, tol=1.27e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2092.21it/s, iter=364, step_size=0.893, tol=1.27e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2090.74it/s, iter=365, step_size=0.893, tol=1.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2086.73it/s, iter=365, step_size=0.893, tol=1.21e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2085.25it/s, iter=366, step_size=0.893, tol=1.16e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2081.26it/s, iter=366, step_size=0.893, tol=1.16e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2079.82it/s, iter=367, step_size=0.893, tol=1.12e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2075.31it/s, iter=367, step_size=0.893, tol=1.12e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2073.87it/s, iter=368, step_size=0.893, tol=1.07e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2069.91it/s, iter=368, step_size=0.893, tol=1.07e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2068.46it/s, iter=369, step_size=0.893, tol=1.03e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2064.54it/s, iter=369, step_size=0.893, tol=1.03e-08]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2063.11it/s, iter=370, step_size=0.893, tol=9.88e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2059.09it/s, iter=370, step_size=0.893, tol=9.88e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2057.67it/s, iter=371, step_size=0.893, tol=9.48e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2053.76it/s, iter=371, step_size=0.893, tol=9.48e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2052.34it/s, iter=372, step_size=0.893, tol=9.09e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2048.45it/s, iter=372, step_size=0.893, tol=9.09e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2047.04it/s, iter=373, step_size=0.893, tol=8.73e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2043.16it/s, iter=373, step_size=0.893, tol=8.73e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2041.74it/s, iter=374, step_size=0.893, tol=8.37e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2037.90it/s, iter=374, step_size=0.893, tol=8.37e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2036.49it/s, iter=375, step_size=0.893, tol=8.04e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2032.69it/s, iter=375, step_size=0.893, tol=8.04e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2031.30it/s, iter=376, step_size=0.893, tol=7.71e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2027.49it/s, iter=376, step_size=0.893, tol=7.71e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2026.11it/s, iter=377, step_size=0.893, tol=7.4e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2022.34it/s, iter=377, step_size=0.893, tol=7.4e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2020.95it/s, iter=378, step_size=0.893, tol=7.1e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2017.15it/s, iter=378, step_size=0.893, tol=7.1e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2015.78it/s, iter=379, step_size=0.893, tol=6.82e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2012.03it/s, iter=379, step_size=0.893, tol=6.82e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2010.65it/s, iter=380, step_size=0.893, tol=6.54e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2006.93it/s, iter=380, step_size=0.893, tol=6.54e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2005.57it/s, iter=381, step_size=0.893, tol=6.28e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2001.86it/s, iter=381, step_size=0.893, tol=6.28e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 2000.44it/s, iter=382, step_size=0.893, tol=6.02e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1996.72it/s, iter=382, step_size=0.893, tol=6.02e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1995.37it/s, iter=383, step_size=0.893, tol=5.78e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1991.72it/s, iter=383, step_size=0.893, tol=5.78e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1990.39it/s, iter=384, step_size=0.893, tol=5.55e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1986.72it/s, iter=384, step_size=0.893, tol=5.55e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1985.39it/s, iter=385, step_size=0.893, tol=5.33e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1981.79it/s, iter=385, step_size=0.893, tol=5.33e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1980.46it/s, iter=386, step_size=0.893, tol=5.11e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1976.83it/s, iter=386, step_size=0.893, tol=5.11e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1975.52it/s, iter=387, step_size=0.893, tol=4.91e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1971.86it/s, iter=387, step_size=0.893, tol=4.91e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1970.56it/s, iter=388, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1966.98it/s, iter=388, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1965.69it/s, iter=389, step_size=0.893, tol=4.52e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1962.14it/s, iter=389, step_size=0.893, tol=4.52e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1960.85it/s, iter=390, step_size=0.893, tol=4.34e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1957.29it/s, iter=390, step_size=0.893, tol=4.34e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1956.00it/s, iter=391, step_size=0.893, tol=4.16e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1952.47it/s, iter=391, step_size=0.893, tol=4.16e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1950.71it/s, iter=392, step_size=0.893, tol=4e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1947.19it/s, iter=392, step_size=0.893, tol=4e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1945.92it/s, iter=393, step_size=0.893, tol=3.83e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1941.90it/s, iter=393, step_size=0.893, tol=3.83e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1940.64it/s, iter=394, step_size=0.893, tol=3.68e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1937.16it/s, iter=394, step_size=0.893, tol=3.68e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1935.92it/s, iter=395, step_size=0.893, tol=3.53e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1932.47it/s, iter=395, step_size=0.893, tol=3.53e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1931.21it/s, iter=396, step_size=0.893, tol=3.39e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1927.73it/s, iter=396, step_size=0.893, tol=3.39e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1926.48it/s, iter=397, step_size=0.893, tol=3.25e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1923.06it/s, iter=397, step_size=0.893, tol=3.25e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1921.81it/s, iter=398, step_size=0.893, tol=3.12e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1918.39it/s, iter=398, step_size=0.893, tol=3.12e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1917.14it/s, iter=399, step_size=0.893, tol=3e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1913.73it/s, iter=399, step_size=0.893, tol=3e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1912.30it/s, iter=400, step_size=0.893, tol=2.88e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1908.67it/s, iter=400, step_size=0.893, tol=2.88e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1907.45it/s, iter=401, step_size=0.893, tol=2.76e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1904.10it/s, iter=401, step_size=0.893, tol=2.76e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1902.88it/s, iter=402, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1899.54it/s, iter=402, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1898.32it/s, iter=403, step_size=0.893, tol=2.55e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1895.00it/s, iter=403, step_size=0.893, tol=2.55e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1893.79it/s, iter=404, step_size=0.893, tol=2.44e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1889.62it/s, iter=404, step_size=0.893, tol=2.44e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1887.23it/s, iter=405, step_size=0.893, tol=2.35e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1883.87it/s, iter=405, step_size=0.893, tol=2.35e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1882.67it/s, iter=406, step_size=0.893, tol=2.25e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1879.39it/s, iter=406, step_size=0.893, tol=2.25e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1878.20it/s, iter=407, step_size=0.893, tol=2.16e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1874.94it/s, iter=407, step_size=0.893, tol=2.16e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1873.76it/s, iter=408, step_size=0.893, tol=2.08e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1870.52it/s, iter=408, step_size=0.893, tol=2.08e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1869.35it/s, iter=409, step_size=0.893, tol=1.99e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1866.12it/s, iter=409, step_size=0.893, tol=1.99e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1864.95it/s, iter=410, step_size=0.893, tol=1.91e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1861.74it/s, iter=410, step_size=0.893, tol=1.91e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1860.56it/s, iter=411, step_size=0.893, tol=1.84e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1857.36it/s, iter=411, step_size=0.893, tol=1.84e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1856.20it/s, iter=412, step_size=0.893, tol=1.76e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1853.02it/s, iter=412, step_size=0.893, tol=1.76e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1851.85it/s, iter=413, step_size=0.893, tol=1.69e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1848.68it/s, iter=413, step_size=0.893, tol=1.69e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1847.54it/s, iter=414, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1844.38it/s, iter=414, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1843.24it/s, iter=415, step_size=0.893, tol=1.56e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1840.02it/s, iter=415, step_size=0.893, tol=1.56e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1838.90it/s, iter=416, step_size=0.893, tol=1.5e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1835.78it/s, iter=416, step_size=0.893, tol=1.5e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1834.65it/s, iter=417, step_size=0.893, tol=1.44e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1831.53it/s, iter=417, step_size=0.893, tol=1.44e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1830.41it/s, iter=418, step_size=0.893, tol=1.38e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1827.32it/s, iter=418, step_size=0.893, tol=1.38e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1826.19it/s, iter=419, step_size=0.893, tol=1.33e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1823.12it/s, iter=419, step_size=0.893, tol=1.33e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1821.99it/s, iter=420, step_size=0.893, tol=1.27e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1818.93it/s, iter=420, step_size=0.893, tol=1.27e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1817.82it/s, iter=421, step_size=0.893, tol=1.22e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1814.75it/s, iter=421, step_size=0.893, tol=1.22e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1813.65it/s, iter=422, step_size=0.893, tol=1.17e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1810.62it/s, iter=422, step_size=0.893, tol=1.17e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1809.51it/s, iter=423, step_size=0.893, tol=1.13e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1806.48it/s, iter=423, step_size=0.893, tol=1.13e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1805.39it/s, iter=424, step_size=0.893, tol=1.08e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1802.39it/s, iter=424, step_size=0.893, tol=1.08e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1801.29it/s, iter=425, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1798.31it/s, iter=425, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1797.21it/s, iter=426, step_size=0.893, tol=9.97e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1794.24it/s, iter=426, step_size=0.893, tol=9.97e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1793.10it/s, iter=427, step_size=0.893, tol=9.57e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1790.13it/s, iter=427, step_size=0.893, tol=9.57e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1789.06it/s, iter=428, step_size=0.893, tol=9.19e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1786.11it/s, iter=428, step_size=0.893, tol=9.19e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1785.05it/s, iter=429, step_size=0.893, tol=8.83e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1782.13it/s, iter=429, step_size=0.893, tol=8.83e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1781.06it/s, iter=430, step_size=0.893, tol=8.47e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1778.12it/s, iter=430, step_size=0.893, tol=8.47e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1777.06it/s, iter=431, step_size=0.893, tol=8.14e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1774.19it/s, iter=431, step_size=0.893, tol=8.14e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1773.13it/s, iter=432, step_size=0.893, tol=7.81e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1770.02it/s, iter=432, step_size=0.893, tol=7.81e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1768.80it/s, iter=433, step_size=0.893, tol=7.5e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1765.92it/s, iter=433, step_size=0.893, tol=7.5e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1764.87it/s, iter=434, step_size=0.893, tol=7.2e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1762.00it/s, iter=434, step_size=0.893, tol=7.2e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1760.97it/s, iter=435, step_size=0.893, tol=6.92e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1758.12it/s, iter=435, step_size=0.893, tol=6.92e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1757.08it/s, iter=436, step_size=0.893, tol=6.64e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1754.23it/s, iter=436, step_size=0.893, tol=6.64e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1753.21it/s, iter=437, step_size=0.893, tol=6.38e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1750.39it/s, iter=437, step_size=0.893, tol=6.38e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1749.35it/s, iter=438, step_size=0.893, tol=6.13e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1746.46it/s, iter=438, step_size=0.893, tol=6.13e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1745.43it/s, iter=439, step_size=0.893, tol=5.88e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1742.63it/s, iter=439, step_size=0.893, tol=5.88e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1741.61it/s, iter=440, step_size=0.893, tol=5.65e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1738.81it/s, iter=440, step_size=0.893, tol=5.65e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1737.81it/s, iter=441, step_size=0.893, tol=5.43e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1735.03it/s, iter=441, step_size=0.893, tol=5.43e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1734.03it/s, iter=442, step_size=0.893, tol=5.21e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1731.26it/s, iter=442, step_size=0.893, tol=5.21e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1730.26it/s, iter=443, step_size=0.893, tol=5e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1727.51it/s, iter=443, step_size=0.893, tol=5e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1726.51it/s, iter=444, step_size=0.893, tol=4.81e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1723.77it/s, iter=444, step_size=0.893, tol=4.81e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1722.77it/s, iter=445, step_size=0.893, tol=4.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1720.03it/s, iter=445, step_size=0.893, tol=4.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1719.03it/s, iter=446, step_size=0.893, tol=4.43e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1716.30it/s, iter=446, step_size=0.893, tol=4.43e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1715.30it/s, iter=447, step_size=0.893, tol=4.26e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1712.57it/s, iter=447, step_size=0.893, tol=4.26e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1711.57it/s, iter=448, step_size=0.893, tol=4.09e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1708.48it/s, iter=448, step_size=0.893, tol=4.09e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1707.50it/s, iter=449, step_size=0.893, tol=3.93e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1704.54it/s, iter=449, step_size=0.893, tol=3.93e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1703.41it/s, iter=450, step_size=0.893, tol=3.77e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1700.70it/s, iter=450, step_size=0.893, tol=3.77e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1699.72it/s, iter=451, step_size=0.893, tol=3.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1696.60it/s, iter=451, step_size=0.893, tol=3.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1695.09it/s, iter=452, step_size=0.893, tol=3.48e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1692.32it/s, iter=452, step_size=0.893, tol=3.48e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1691.32it/s, iter=453, step_size=0.893, tol=3.34e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1688.58it/s, iter=453, step_size=0.893, tol=3.34e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1687.58it/s, iter=454, step_size=0.893, tol=3.21e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1684.87it/s, iter=454, step_size=0.893, tol=3.21e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1683.89it/s, iter=455, step_size=0.893, tol=3.08e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1681.19it/s, iter=455, step_size=0.893, tol=3.08e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1680.21it/s, iter=456, step_size=0.893, tol=2.96e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1677.51it/s, iter=456, step_size=0.893, tol=2.96e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1676.53it/s, iter=457, step_size=0.893, tol=2.84e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1673.85it/s, iter=457, step_size=0.893, tol=2.84e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1672.87it/s, iter=458, step_size=0.893, tol=2.73e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1670.17it/s, iter=458, step_size=0.893, tol=2.73e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1669.20it/s, iter=459, step_size=0.893, tol=2.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1666.53it/s, iter=459, step_size=0.893, tol=2.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1665.55it/s, iter=460, step_size=0.893, tol=2.52e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1662.83it/s, iter=460, step_size=0.893, tol=2.52e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1661.86it/s, iter=461, step_size=0.893, tol=2.42e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1659.13it/s, iter=461, step_size=0.893, tol=2.42e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1658.16it/s, iter=462, step_size=0.893, tol=2.32e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1655.53it/s, iter=462, step_size=0.893, tol=2.32e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1654.57it/s, iter=463, step_size=0.893, tol=2.23e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1651.98it/s, iter=463, step_size=0.893, tol=2.23e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1651.03it/s, iter=464, step_size=0.893, tol=2.14e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1648.42it/s, iter=464, step_size=0.893, tol=2.14e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1647.13it/s, iter=465, step_size=0.893, tol=2.06e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1644.48it/s, iter=465, step_size=0.893, tol=2.06e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1643.56it/s, iter=466, step_size=0.893, tol=1.98e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1641.07it/s, iter=466, step_size=0.893, tol=1.98e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1640.16it/s, iter=467, step_size=0.893, tol=1.9e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1637.70it/s, iter=467, step_size=0.893, tol=1.9e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1636.79it/s, iter=468, step_size=0.893, tol=1.83e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1634.34it/s, iter=468, step_size=0.893, tol=1.83e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1633.45it/s, iter=469, step_size=0.893, tol=1.75e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1630.99it/s, iter=469, step_size=0.893, tol=1.75e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1630.09it/s, iter=470, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1627.64it/s, iter=470, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1626.74it/s, iter=471, step_size=0.893, tol=1.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1624.25it/s, iter=471, step_size=0.893, tol=1.62e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1623.35it/s, iter=472, step_size=0.893, tol=1.56e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1620.64it/s, iter=472, step_size=0.893, tol=1.56e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1619.62it/s, iter=473, step_size=0.893, tol=1.49e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1617.19it/s, iter=473, step_size=0.893, tol=1.49e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1616.30it/s, iter=474, step_size=0.893, tol=1.44e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1613.89it/s, iter=474, step_size=0.893, tol=1.44e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1613.00it/s, iter=475, step_size=0.893, tol=1.38e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1610.61it/s, iter=475, step_size=0.893, tol=1.38e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1609.74it/s, iter=476, step_size=0.893, tol=1.32e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1607.34it/s, iter=476, step_size=0.893, tol=1.32e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1606.47it/s, iter=477, step_size=0.893, tol=1.27e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1604.08it/s, iter=477, step_size=0.893, tol=1.27e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1603.21it/s, iter=478, step_size=0.893, tol=1.22e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1600.84it/s, iter=478, step_size=0.893, tol=1.22e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1599.98it/s, iter=479, step_size=0.893, tol=1.17e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1597.61it/s, iter=479, step_size=0.893, tol=1.17e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1596.74it/s, iter=480, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1594.38it/s, iter=480, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1593.52it/s, iter=481, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1591.19it/s, iter=481, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1590.33it/s, iter=482, step_size=0.893, tol=1.04e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1587.98it/s, iter=482, step_size=0.893, tol=1.04e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1587.09it/s, iter=483, step_size=0.893, tol=1e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1584.76it/s, iter=483, step_size=0.893, tol=1e-10]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1583.91it/s, iter=484, step_size=0.893, tol=9.61e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1581.58it/s, iter=484, step_size=0.893, tol=9.61e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1580.73it/s, iter=485, step_size=0.893, tol=9.24e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1578.45it/s, iter=485, step_size=0.893, tol=9.24e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1577.60it/s, iter=486, step_size=0.893, tol=8.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1575.29it/s, iter=486, step_size=0.893, tol=8.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:02, 1574.46it/s, iter=487, step_size=0.893, tol=8.53e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1572.18it/s, iter=487, step_size=0.893, tol=8.53e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1571.34it/s, iter=488, step_size=0.893, tol=8.19e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1569.05it/s, iter=488, step_size=0.893, tol=8.19e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1568.23it/s, iter=489, step_size=0.893, tol=7.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1565.95it/s, iter=489, step_size=0.893, tol=7.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1565.11it/s, iter=490, step_size=0.893, tol=7.56e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1562.84it/s, iter=490, step_size=0.893, tol=7.56e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1562.01it/s, iter=491, step_size=0.893, tol=7.27e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1559.75it/s, iter=491, step_size=0.893, tol=7.27e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1558.93it/s, iter=492, step_size=0.893, tol=6.98e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1556.68it/s, iter=492, step_size=0.893, tol=6.98e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1555.87it/s, iter=493, step_size=0.893, tol=6.71e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1553.63it/s, iter=493, step_size=0.893, tol=6.71e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1552.82it/s, iter=494, step_size=0.893, tol=6.45e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1550.54it/s, iter=494, step_size=0.893, tol=6.45e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1549.72it/s, iter=495, step_size=0.893, tol=6.19e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1547.50it/s, iter=495, step_size=0.893, tol=6.19e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1546.68it/s, iter=496, step_size=0.893, tol=5.95e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1544.46it/s, iter=496, step_size=0.893, tol=5.95e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1543.65it/s, iter=497, step_size=0.893, tol=5.72e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1541.25it/s, iter=497, step_size=0.893, tol=5.72e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1540.16it/s, iter=498, step_size=0.893, tol=5.49e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1537.46it/s, iter=498, step_size=0.893, tol=5.49e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1536.66it/s, iter=499, step_size=0.893, tol=5.28e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1534.47it/s, iter=499, step_size=0.893, tol=5.28e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1533.67it/s, iter=500, step_size=0.893, tol=5.07e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1531.47it/s, iter=500, step_size=0.893, tol=5.07e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1530.68it/s, iter=501, step_size=0.893, tol=4.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1528.50it/s, iter=501, step_size=0.893, tol=4.87e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1527.71it/s, iter=502, step_size=0.893, tol=4.68e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1525.56it/s, iter=502, step_size=0.893, tol=4.68e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1524.78it/s, iter=503, step_size=0.893, tol=4.5e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1522.63it/s, iter=503, step_size=0.893, tol=4.5e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1521.86it/s, iter=504, step_size=0.893, tol=4.33e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1519.72it/s, iter=504, step_size=0.893, tol=4.33e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1518.95it/s, iter=505, step_size=0.893, tol=4.16e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1516.77it/s, iter=505, step_size=0.893, tol=4.16e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1515.99it/s, iter=506, step_size=0.893, tol=3.99e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1513.86it/s, iter=506, step_size=0.893, tol=3.99e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1513.08it/s, iter=507, step_size=0.893, tol=3.84e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1510.97it/s, iter=507, step_size=0.893, tol=3.84e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1510.21it/s, iter=508, step_size=0.893, tol=3.69e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1508.10it/s, iter=508, step_size=0.893, tol=3.69e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1507.34it/s, iter=509, step_size=0.893, tol=3.54e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1505.24it/s, iter=509, step_size=0.893, tol=3.54e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1504.47it/s, iter=510, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1502.38it/s, iter=510, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1501.62it/s, iter=511, step_size=0.893, tol=3.27e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1499.53it/s, iter=511, step_size=0.893, tol=3.27e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1498.77it/s, iter=512, step_size=0.893, tol=3.15e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1496.69it/s, iter=512, step_size=0.893, tol=3.15e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1495.93it/s, iter=513, step_size=0.893, tol=3.02e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1493.85it/s, iter=513, step_size=0.893, tol=3.02e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1493.09it/s, iter=514, step_size=0.893, tol=2.91e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1491.04it/s, iter=514, step_size=0.893, tol=2.91e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1490.29it/s, iter=515, step_size=0.893, tol=2.79e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1488.23it/s, iter=515, step_size=0.893, tol=2.79e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1487.48it/s, iter=516, step_size=0.893, tol=2.68e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1485.39it/s, iter=516, step_size=0.893, tol=2.68e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1484.64it/s, iter=517, step_size=0.893, tol=2.58e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1482.60it/s, iter=517, step_size=0.893, tol=2.58e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1481.86it/s, iter=518, step_size=0.893, tol=2.48e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1479.82it/s, iter=518, step_size=0.893, tol=2.48e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1479.09it/s, iter=519, step_size=0.893, tol=2.38e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1477.07it/s, iter=519, step_size=0.893, tol=2.38e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1476.34it/s, iter=520, step_size=0.893, tol=2.29e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1474.32it/s, iter=520, step_size=0.893, tol=2.29e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1473.59it/s, iter=521, step_size=0.893, tol=2.2e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1471.60it/s, iter=521, step_size=0.893, tol=2.2e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1470.87it/s, iter=522, step_size=0.893, tol=2.11e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1468.86it/s, iter=522, step_size=0.893, tol=2.11e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1468.13it/s, iter=523, step_size=0.893, tol=2.03e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1466.15it/s, iter=523, step_size=0.893, tol=2.03e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1465.43it/s, iter=524, step_size=0.893, tol=1.95e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1463.45it/s, iter=524, step_size=0.893, tol=1.95e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1462.73it/s, iter=525, step_size=0.893, tol=1.88e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1460.69it/s, iter=525, step_size=0.893, tol=1.88e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1459.97it/s, iter=526, step_size=0.893, tol=1.8e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1458.00it/s, iter=526, step_size=0.893, tol=1.8e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1457.29it/s, iter=527, step_size=0.893, tol=1.73e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1455.32it/s, iter=527, step_size=0.893, tol=1.73e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1454.61it/s, iter=528, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1452.60it/s, iter=528, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1451.89it/s, iter=529, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1449.94it/s, iter=529, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1449.23it/s, iter=530, step_size=0.893, tol=1.54e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1447.00it/s, iter=530, step_size=0.893, tol=1.54e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1446.30it/s, iter=531, step_size=0.893, tol=1.48e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1444.37it/s, iter=531, step_size=0.893, tol=1.48e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1443.67it/s, iter=532, step_size=0.893, tol=1.42e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1441.75it/s, iter=532, step_size=0.893, tol=1.42e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1441.05it/s, iter=533, step_size=0.893, tol=1.37e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1439.13it/s, iter=533, step_size=0.893, tol=1.37e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1438.43it/s, iter=534, step_size=0.893, tol=1.31e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1436.52it/s, iter=534, step_size=0.893, tol=1.31e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1435.82it/s, iter=535, step_size=0.893, tol=1.26e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1433.93it/s, iter=535, step_size=0.893, tol=1.26e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1433.24it/s, iter=536, step_size=0.893, tol=1.21e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1431.35it/s, iter=536, step_size=0.893, tol=1.21e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1430.67it/s, iter=537, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1428.56it/s, iter=537, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1427.75it/s, iter=538, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1425.87it/s, iter=538, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1425.19it/s, iter=539, step_size=0.893, tol=1.08e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1423.03it/s, iter=539, step_size=0.893, tol=1.08e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1422.35it/s, iter=540, step_size=0.893, tol=1.04e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1420.48it/s, iter=540, step_size=0.893, tol=1.04e-11]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1419.80it/s, iter=541, step_size=0.893, tol=9.97e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1417.93it/s, iter=541, step_size=0.893, tol=9.97e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1417.26it/s, iter=542, step_size=0.893, tol=9.58e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1415.41it/s, iter=542, step_size=0.893, tol=9.58e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1414.73it/s, iter=543, step_size=0.893, tol=9.21e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1412.88it/s, iter=543, step_size=0.893, tol=9.21e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1412.22it/s, iter=544, step_size=0.893, tol=8.85e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1410.38it/s, iter=544, step_size=0.893, tol=8.85e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1409.58it/s, iter=545, step_size=0.893, tol=8.51e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1407.32it/s, iter=545, step_size=0.893, tol=8.51e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1406.66it/s, iter=546, step_size=0.893, tol=8.18e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1404.83it/s, iter=546, step_size=0.893, tol=8.18e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1404.17it/s, iter=547, step_size=0.893, tol=7.86e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1402.34it/s, iter=547, step_size=0.893, tol=7.86e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1401.68it/s, iter=548, step_size=0.893, tol=7.56e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1399.73it/s, iter=548, step_size=0.893, tol=7.56e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1398.91it/s, iter=549, step_size=0.893, tol=7.27e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1397.09it/s, iter=549, step_size=0.893, tol=7.27e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1396.43it/s, iter=550, step_size=0.893, tol=6.99e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1394.35it/s, iter=550, step_size=0.893, tol=6.99e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1393.69it/s, iter=551, step_size=0.893, tol=6.72e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1391.88it/s, iter=551, step_size=0.893, tol=6.72e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1391.22it/s, iter=552, step_size=0.893, tol=6.46e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1389.43it/s, iter=552, step_size=0.893, tol=6.46e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1388.77it/s, iter=553, step_size=0.893, tol=6.21e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1386.98it/s, iter=553, step_size=0.893, tol=6.21e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1386.33it/s, iter=554, step_size=0.893, tol=5.97e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1384.55it/s, iter=554, step_size=0.893, tol=5.97e-12]
PGD: 6%|5 | 277/5000 [00:00<00:03, 1383.90it/s, iter=555, step_size=0.893, tol=5.74e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2776.85it/s, iter=555, step_size=0.893, tol=5.74e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2773.36it/s, iter=555, step_size=0.893, tol=5.74e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2772.07it/s, iter=556, step_size=0.893, tol=5.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2768.54it/s, iter=556, step_size=0.893, tol=5.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2767.28it/s, iter=557, step_size=0.893, tol=5.3e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2763.75it/s, iter=557, step_size=0.893, tol=5.3e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2762.47it/s, iter=558, step_size=0.893, tol=5.1e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2758.96it/s, iter=558, step_size=0.893, tol=5.1e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2757.68it/s, iter=559, step_size=0.893, tol=4.9e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2754.19it/s, iter=559, step_size=0.893, tol=4.9e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2752.90it/s, iter=560, step_size=0.893, tol=4.71e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2749.41it/s, iter=560, step_size=0.893, tol=4.71e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2748.14it/s, iter=561, step_size=0.893, tol=4.53e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2744.11it/s, iter=561, step_size=0.893, tol=4.53e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2742.84it/s, iter=562, step_size=0.893, tol=4.35e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2738.91it/s, iter=562, step_size=0.893, tol=4.35e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2737.65it/s, iter=563, step_size=0.893, tol=4.19e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2734.22it/s, iter=563, step_size=0.893, tol=4.19e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2732.95it/s, iter=564, step_size=0.893, tol=4.02e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2729.50it/s, iter=564, step_size=0.893, tol=4.02e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2728.24it/s, iter=565, step_size=0.893, tol=3.87e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2724.81it/s, iter=565, step_size=0.893, tol=3.87e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2723.55it/s, iter=566, step_size=0.893, tol=3.72e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2720.15it/s, iter=566, step_size=0.893, tol=3.72e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2718.91it/s, iter=567, step_size=0.893, tol=3.58e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2715.52it/s, iter=567, step_size=0.893, tol=3.58e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2714.28it/s, iter=568, step_size=0.893, tol=3.44e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2710.85it/s, iter=568, step_size=0.893, tol=3.44e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2709.62it/s, iter=569, step_size=0.893, tol=3.31e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2706.25it/s, iter=569, step_size=0.893, tol=3.31e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2705.00it/s, iter=570, step_size=0.893, tol=3.18e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2701.60it/s, iter=570, step_size=0.893, tol=3.18e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2700.37it/s, iter=571, step_size=0.893, tol=3.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2697.01it/s, iter=571, step_size=0.893, tol=3.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2695.78it/s, iter=572, step_size=0.893, tol=2.94e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2691.91it/s, iter=572, step_size=0.893, tol=2.94e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2690.69it/s, iter=573, step_size=0.893, tol=2.82e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2687.36it/s, iter=573, step_size=0.893, tol=2.82e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2686.13it/s, iter=574, step_size=0.893, tol=2.72e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2682.81it/s, iter=574, step_size=0.893, tol=2.72e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2681.61it/s, iter=575, step_size=0.893, tol=2.61e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2678.31it/s, iter=575, step_size=0.893, tol=2.61e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2677.09it/s, iter=576, step_size=0.893, tol=2.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2673.78it/s, iter=576, step_size=0.893, tol=2.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2672.58it/s, iter=577, step_size=0.893, tol=2.41e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2669.28it/s, iter=577, step_size=0.893, tol=2.41e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2668.07it/s, iter=578, step_size=0.893, tol=2.32e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2664.80it/s, iter=578, step_size=0.893, tol=2.32e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2663.62it/s, iter=579, step_size=0.893, tol=2.23e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2660.35it/s, iter=579, step_size=0.893, tol=2.23e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2659.16it/s, iter=580, step_size=0.893, tol=2.15e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2655.90it/s, iter=580, step_size=0.893, tol=2.15e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2654.70it/s, iter=581, step_size=0.893, tol=2.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2651.47it/s, iter=581, step_size=0.893, tol=2.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2650.29it/s, iter=582, step_size=0.893, tol=1.98e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2646.52it/s, iter=582, step_size=0.893, tol=1.98e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2645.34it/s, iter=583, step_size=0.893, tol=1.91e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2642.15it/s, iter=583, step_size=0.893, tol=1.91e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2640.49it/s, iter=584, step_size=0.893, tol=1.83e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2637.25it/s, iter=584, step_size=0.893, tol=1.83e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2636.09it/s, iter=585, step_size=0.893, tol=1.76e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2632.90it/s, iter=585, step_size=0.893, tol=1.76e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2631.75it/s, iter=586, step_size=0.893, tol=1.7e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2628.57it/s, iter=586, step_size=0.893, tol=1.7e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2627.41it/s, iter=587, step_size=0.893, tol=1.63e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2624.26it/s, iter=587, step_size=0.893, tol=1.63e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2623.10it/s, iter=588, step_size=0.893, tol=1.57e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2619.93it/s, iter=588, step_size=0.893, tol=1.57e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2618.79it/s, iter=589, step_size=0.893, tol=1.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2615.64it/s, iter=589, step_size=0.893, tol=1.51e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2614.48it/s, iter=590, step_size=0.893, tol=1.45e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2611.33it/s, iter=590, step_size=0.893, tol=1.45e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2610.19it/s, iter=591, step_size=0.893, tol=1.39e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2606.18it/s, iter=591, step_size=0.893, tol=1.39e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2604.81it/s, iter=592, step_size=0.893, tol=1.34e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2601.58it/s, iter=592, step_size=0.893, tol=1.34e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2600.41it/s, iter=593, step_size=0.893, tol=1.29e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2597.21it/s, iter=593, step_size=0.893, tol=1.29e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2596.02it/s, iter=594, step_size=0.893, tol=1.24e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2592.81it/s, iter=594, step_size=0.893, tol=1.24e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2591.17it/s, iter=595, step_size=0.893, tol=1.19e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2587.98it/s, iter=595, step_size=0.893, tol=1.19e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2586.81it/s, iter=596, step_size=0.893, tol=1.15e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2583.63it/s, iter=596, step_size=0.893, tol=1.15e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2582.47it/s, iter=597, step_size=0.893, tol=1.1e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2579.19it/s, iter=597, step_size=0.893, tol=1.1e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2578.04it/s, iter=598, step_size=0.893, tol=1.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2574.87it/s, iter=598, step_size=0.893, tol=1.06e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2573.74it/s, iter=599, step_size=0.893, tol=1.02e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2570.60it/s, iter=599, step_size=0.893, tol=1.02e-12]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2569.44it/s, iter=600, step_size=0.893, tol=9.8e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2566.31it/s, iter=600, step_size=0.893, tol=9.8e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2565.17it/s, iter=601, step_size=0.893, tol=9.43e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2562.06it/s, iter=601, step_size=0.893, tol=9.43e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2560.91it/s, iter=602, step_size=0.893, tol=9.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2557.79it/s, iter=602, step_size=0.893, tol=9.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2556.67it/s, iter=603, step_size=0.893, tol=8.72e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2553.57it/s, iter=603, step_size=0.893, tol=8.72e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2552.44it/s, iter=604, step_size=0.893, tol=8.38e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2549.34it/s, iter=604, step_size=0.893, tol=8.38e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2548.22it/s, iter=605, step_size=0.893, tol=8.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2545.04it/s, iter=605, step_size=0.893, tol=8.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2543.95it/s, iter=606, step_size=0.893, tol=7.75e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2540.97it/s, iter=606, step_size=0.893, tol=7.75e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2539.90it/s, iter=607, step_size=0.893, tol=7.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2536.93it/s, iter=607, step_size=0.893, tol=7.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2535.84it/s, iter=608, step_size=0.893, tol=7.17e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2532.87it/s, iter=608, step_size=0.893, tol=7.17e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2531.79it/s, iter=609, step_size=0.893, tol=6.89e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2528.82it/s, iter=609, step_size=0.893, tol=6.89e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2527.75it/s, iter=610, step_size=0.893, tol=6.63e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2524.80it/s, iter=610, step_size=0.893, tol=6.63e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2523.72it/s, iter=611, step_size=0.893, tol=6.38e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2520.78it/s, iter=611, step_size=0.893, tol=6.38e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2519.71it/s, iter=612, step_size=0.893, tol=6.13e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2516.77it/s, iter=612, step_size=0.893, tol=6.13e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2515.68it/s, iter=613, step_size=0.893, tol=5.9e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2512.75it/s, iter=613, step_size=0.893, tol=5.9e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2511.68it/s, iter=614, step_size=0.893, tol=5.67e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2508.77it/s, iter=614, step_size=0.893, tol=5.67e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2507.72it/s, iter=615, step_size=0.893, tol=5.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2504.82it/s, iter=615, step_size=0.893, tol=5.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2503.75it/s, iter=616, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2500.85it/s, iter=616, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2499.80it/s, iter=617, step_size=0.893, tol=5.04e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2496.83it/s, iter=617, step_size=0.893, tol=5.04e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2495.78it/s, iter=618, step_size=0.893, tol=4.85e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2492.40it/s, iter=618, step_size=0.893, tol=4.85e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2491.33it/s, iter=619, step_size=0.893, tol=4.67e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2488.46it/s, iter=619, step_size=0.893, tol=4.67e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2487.41it/s, iter=620, step_size=0.893, tol=4.49e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2484.53it/s, iter=620, step_size=0.893, tol=4.49e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2483.48it/s, iter=621, step_size=0.893, tol=4.32e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2480.64it/s, iter=621, step_size=0.893, tol=4.32e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2479.60it/s, iter=622, step_size=0.893, tol=4.15e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2476.76it/s, iter=622, step_size=0.893, tol=4.15e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2475.73it/s, iter=623, step_size=0.893, tol=3.99e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2472.89it/s, iter=623, step_size=0.893, tol=3.99e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2471.86it/s, iter=624, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2469.01it/s, iter=624, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2467.98it/s, iter=625, step_size=0.893, tol=3.69e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2465.17it/s, iter=625, step_size=0.893, tol=3.69e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2464.14it/s, iter=626, step_size=0.893, tol=3.55e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2461.31it/s, iter=626, step_size=0.893, tol=3.55e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2460.29it/s, iter=627, step_size=0.893, tol=3.42e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2457.10it/s, iter=627, step_size=0.893, tol=3.42e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2456.08it/s, iter=628, step_size=0.893, tol=3.28e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2453.25it/s, iter=628, step_size=0.893, tol=3.28e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2452.24it/s, iter=629, step_size=0.893, tol=3.16e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2449.49it/s, iter=629, step_size=0.893, tol=3.16e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2448.48it/s, iter=630, step_size=0.893, tol=3.04e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2445.73it/s, iter=630, step_size=0.893, tol=3.04e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2444.73it/s, iter=631, step_size=0.893, tol=2.92e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2441.98it/s, iter=631, step_size=0.893, tol=2.92e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2440.97it/s, iter=632, step_size=0.893, tol=2.81e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2438.21it/s, iter=632, step_size=0.893, tol=2.81e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2437.21it/s, iter=633, step_size=0.893, tol=2.7e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2434.47it/s, iter=633, step_size=0.893, tol=2.7e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2433.48it/s, iter=634, step_size=0.893, tol=2.6e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2430.76it/s, iter=634, step_size=0.893, tol=2.6e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2429.78it/s, iter=635, step_size=0.893, tol=2.5e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2427.07it/s, iter=635, step_size=0.893, tol=2.5e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2426.08it/s, iter=636, step_size=0.893, tol=2.4e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2423.37it/s, iter=636, step_size=0.893, tol=2.4e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2422.38it/s, iter=637, step_size=0.893, tol=2.31e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2419.69it/s, iter=637, step_size=0.893, tol=2.31e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2418.45it/s, iter=638, step_size=0.893, tol=2.22e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2415.21it/s, iter=638, step_size=0.893, tol=2.22e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2414.23it/s, iter=639, step_size=0.893, tol=2.14e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2411.50it/s, iter=639, step_size=0.893, tol=2.14e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2410.51it/s, iter=640, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2407.84it/s, iter=640, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2406.87it/s, iter=641, step_size=0.893, tol=1.98e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2404.22it/s, iter=641, step_size=0.893, tol=1.98e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2403.24it/s, iter=642, step_size=0.893, tol=1.9e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2400.58it/s, iter=642, step_size=0.893, tol=1.9e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2399.58it/s, iter=643, step_size=0.893, tol=1.83e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2396.93it/s, iter=643, step_size=0.893, tol=1.83e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2395.96it/s, iter=644, step_size=0.893, tol=1.76e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2393.33it/s, iter=644, step_size=0.893, tol=1.76e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2392.37it/s, iter=645, step_size=0.893, tol=1.69e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2389.74it/s, iter=645, step_size=0.893, tol=1.69e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2388.77it/s, iter=646, step_size=0.893, tol=1.63e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2386.14it/s, iter=646, step_size=0.893, tol=1.63e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2385.18it/s, iter=647, step_size=0.893, tol=1.57e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2382.57it/s, iter=647, step_size=0.893, tol=1.57e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2381.60it/s, iter=648, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2378.97it/s, iter=648, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2378.02it/s, iter=649, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2375.43it/s, iter=649, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2374.47it/s, iter=650, step_size=0.893, tol=1.39e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2371.88it/s, iter=650, step_size=0.893, tol=1.39e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2370.89it/s, iter=651, step_size=0.893, tol=1.34e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2368.31it/s, iter=651, step_size=0.893, tol=1.34e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2367.36it/s, iter=652, step_size=0.893, tol=1.29e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2364.79it/s, iter=652, step_size=0.893, tol=1.29e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2363.86it/s, iter=653, step_size=0.893, tol=1.24e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2361.30it/s, iter=653, step_size=0.893, tol=1.24e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2360.35it/s, iter=654, step_size=0.893, tol=1.19e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2357.78it/s, iter=654, step_size=0.893, tol=1.19e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2356.85it/s, iter=655, step_size=0.893, tol=1.15e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2354.30it/s, iter=655, step_size=0.893, tol=1.15e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2353.36it/s, iter=656, step_size=0.893, tol=1.1e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2350.82it/s, iter=656, step_size=0.893, tol=1.1e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2349.90it/s, iter=657, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2347.38it/s, iter=657, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2346.45it/s, iter=658, step_size=0.893, tol=1.02e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2343.91it/s, iter=658, step_size=0.893, tol=1.02e-13]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2342.99it/s, iter=659, step_size=0.893, tol=9.83e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2340.47it/s, iter=659, step_size=0.893, tol=9.83e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2339.54it/s, iter=660, step_size=0.893, tol=9.46e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2336.67it/s, iter=660, step_size=0.893, tol=9.46e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2335.75it/s, iter=661, step_size=0.893, tol=9.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2333.25it/s, iter=661, step_size=0.893, tol=9.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2332.32it/s, iter=662, step_size=0.893, tol=8.75e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2329.76it/s, iter=662, step_size=0.893, tol=8.75e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2328.84it/s, iter=663, step_size=0.893, tol=8.41e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2326.35it/s, iter=663, step_size=0.893, tol=8.41e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2325.44it/s, iter=664, step_size=0.893, tol=8.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2322.94it/s, iter=664, step_size=0.893, tol=8.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2322.03it/s, iter=665, step_size=0.893, tol=7.79e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2319.55it/s, iter=665, step_size=0.893, tol=7.79e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2318.64it/s, iter=666, step_size=0.893, tol=7.49e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2316.15it/s, iter=666, step_size=0.893, tol=7.49e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2315.25it/s, iter=667, step_size=0.893, tol=7.21e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2312.79it/s, iter=667, step_size=0.893, tol=7.21e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2311.89it/s, iter=668, step_size=0.893, tol=6.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2309.43it/s, iter=668, step_size=0.893, tol=6.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2308.53it/s, iter=669, step_size=0.893, tol=6.67e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2306.08it/s, iter=669, step_size=0.893, tol=6.67e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2305.18it/s, iter=670, step_size=0.893, tol=6.42e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2302.71it/s, iter=670, step_size=0.893, tol=6.42e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2301.82it/s, iter=671, step_size=0.893, tol=6.17e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2299.36it/s, iter=671, step_size=0.893, tol=6.17e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2298.46it/s, iter=672, step_size=0.893, tol=5.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2296.02it/s, iter=672, step_size=0.893, tol=5.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2295.13it/s, iter=673, step_size=0.893, tol=5.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2292.63it/s, iter=673, step_size=0.893, tol=5.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2291.74it/s, iter=674, step_size=0.893, tol=5.49e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2289.32it/s, iter=674, step_size=0.893, tol=5.49e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2288.44it/s, iter=675, step_size=0.893, tol=5.28e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2286.02it/s, iter=675, step_size=0.893, tol=5.28e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2285.14it/s, iter=676, step_size=0.893, tol=5.07e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2282.73it/s, iter=676, step_size=0.893, tol=5.07e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2281.86it/s, iter=677, step_size=0.893, tol=4.89e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2279.45it/s, iter=677, step_size=0.893, tol=4.89e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2278.56it/s, iter=678, step_size=0.893, tol=4.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2276.09it/s, iter=678, step_size=0.893, tol=4.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2275.21it/s, iter=679, step_size=0.893, tol=4.53e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2272.84it/s, iter=679, step_size=0.893, tol=4.53e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2271.97it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2269.61it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2268.74it/s, iter=681, step_size=0.893, tol=4.19e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2266.37it/s, iter=681, step_size=0.893, tol=4.19e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2265.50it/s, iter=682, step_size=0.893, tol=4.03e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2263.15it/s, iter=682, step_size=0.893, tol=4.03e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2262.29it/s, iter=683, step_size=0.893, tol=3.87e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2259.94it/s, iter=683, step_size=0.893, tol=3.87e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2259.09it/s, iter=684, step_size=0.893, tol=3.73e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2256.75it/s, iter=684, step_size=0.893, tol=3.73e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2255.86it/s, iter=685, step_size=0.893, tol=3.59e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2252.82it/s, iter=685, step_size=0.893, tol=3.59e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2251.96it/s, iter=686, step_size=0.893, tol=3.45e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2249.64it/s, iter=686, step_size=0.893, tol=3.45e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2248.80it/s, iter=687, step_size=0.893, tol=3.32e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2246.48it/s, iter=687, step_size=0.893, tol=3.32e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2245.64it/s, iter=688, step_size=0.893, tol=3.19e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2243.32it/s, iter=688, step_size=0.893, tol=3.19e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2242.48it/s, iter=689, step_size=0.893, tol=3.07e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2240.19it/s, iter=689, step_size=0.893, tol=3.07e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2239.34it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2237.05it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2236.22it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2233.92it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2233.08it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2230.78it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2229.54it/s, iter=693, step_size=0.893, tol=2.63e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2226.96it/s, iter=693, step_size=0.893, tol=2.63e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2226.13it/s, iter=694, step_size=0.893, tol=2.52e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2223.86it/s, iter=694, step_size=0.893, tol=2.52e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:01, 2223.03it/s, iter=695, step_size=0.893, tol=2.43e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2220.77it/s, iter=695, step_size=0.893, tol=2.43e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2219.75it/s, iter=696, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2217.04it/s, iter=696, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2216.21it/s, iter=697, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2213.95it/s, iter=697, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2213.13it/s, iter=698, step_size=0.893, tol=2.17e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2210.87it/s, iter=698, step_size=0.893, tol=2.17e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2210.05it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2207.80it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2206.97it/s, iter=700, step_size=0.893, tol=2e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2204.72it/s, iter=700, step_size=0.893, tol=2e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2203.90it/s, iter=701, step_size=0.893, tol=1.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2201.65it/s, iter=701, step_size=0.893, tol=1.93e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2200.83it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2198.59it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2197.78it/s, iter=703, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2195.55it/s, iter=703, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2194.73it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2192.50it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2191.68it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2189.47it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2188.66it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2186.46it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2185.66it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2183.14it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2182.33it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2180.13it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2179.33it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2177.13it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2176.33it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2174.15it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2173.35it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2171.18it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2170.38it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2168.19it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2167.40it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2165.25it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2164.44it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2162.28it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2161.50it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2159.36it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2158.59it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2156.45it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2155.67it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2153.55it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2152.77it/s, iter=718, step_size=0.893, tol=9.98e-15]
Achieved relative tolerance at iteration 718
PGD: 11%|#1 | 556/5000 [00:00<00:02, 2150.80it/s, iter=718, step_size=0.893, tol=9.98e-15]
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.22]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=1.22]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.243]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.243]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.2]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.2]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.17]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.17]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.148]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.12]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.12]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0972]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0972]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0919]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0872]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0872]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0814]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0814]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0759]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0759]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0682]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0682]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0643]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0613]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0525]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0525]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0474]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0447]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0447]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0427]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0408]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0408]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0377]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0377]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0362]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.0349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0336]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0336]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0324]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0324]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0299]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0258]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.0258]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.0223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0196]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0188]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0188]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.018]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.0173]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0166]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.0166]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.016]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.0153]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.0147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.0142]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.0131]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.0126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.0121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.0116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00928]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00928]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00847]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00847]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00795]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00795]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00752]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00752]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00714]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00714]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00679]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00646]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00646]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00616]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00616]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00587]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.0056]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00534]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.0051]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00487]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00487]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00465]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00445]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00445]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00425]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00425]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00406]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00388]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00388]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00371]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00355]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0034]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.0034]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00297]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00297]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00284]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00272]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00272]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.0026]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00249]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00249]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.00238]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.00238]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00228]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00228]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00218]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00209]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00209]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.002]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.002]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.00183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.00183]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.00141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.00141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.00135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.00135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.00129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.00129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.00124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.00124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000956]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000956]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000915]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000915]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000876]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000839]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000839]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000804]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000804]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.00077]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.00077]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000737]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000737]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000706]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000706]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000676]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000676]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000648]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.00062]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.00062]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.000594]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.000594]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000569]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000545]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0005]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.0005]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000459]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000459]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.000439]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.000439]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000421]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000403]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000386]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000386]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00037]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.00037]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.000354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.000354]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.000339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.000339]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.000325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.000325]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.000311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.000311]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000298]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000286]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000221]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000211]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000211]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000202]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000194]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000194]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.00017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.00017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=0.00015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.000144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=0.000144]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.000138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=0.000138]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.000132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=0.000132]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.000126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=0.000126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.000121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=0.000121]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.000116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=0.000116]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.000111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=0.000111]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.000106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=0.000106]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.000102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=0.000102]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=9.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=9.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=9.35e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=9.35e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=8.96e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=8.96e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=8.58e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=8.58e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=8.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=8.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=7.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=7.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=7.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=7.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=6.93e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=6.93e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=6.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=6.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=6.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=6.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=6.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=6.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=5.83e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=5.83e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=5.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=5.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=5.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=5.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=5.13e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=5.13e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=4.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=4.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=4.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=4.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=4.51e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=4.51e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=4.32e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=4.32e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=4.14e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=4.14e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=3.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=3.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=3.8e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=3.8e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=3.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=3.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=3.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=3.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=3.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=3.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=3.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=3.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=3.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=3.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=2.94e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=2.94e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=2.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=2.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=2.7e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=2.7e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=2.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=2.59e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=2.48e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=2.48e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=2.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=2.09e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.92e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.76e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.69e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.69e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=1.62e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=1.62e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=1.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=1.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=1.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=1.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=1.42e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=1.42e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=1.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=1.36e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=1.31e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=1.31e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=1.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=1.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=1.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=1.2e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=1.15e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=1.15e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=1.1e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=1.1e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=1.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=1.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=1.01e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=1.01e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=9.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=9.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=9.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=9.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=8.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=8.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=8.54e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=8.54e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=8.18e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=8.18e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=7.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=7.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=7.2e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=7.2e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=6.9e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=6.9e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=6.61e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=6.61e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=6.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=6.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=6.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=6.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=5.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=5.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=5.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=5.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=5.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=5.34e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=5.12e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=5.12e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=4.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=4.91e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=4.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=4.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=4.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=4.51e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=4.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=4.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=4.14e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=4.14e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=3.97e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=3.97e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=3.8e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=3.8e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=3.65e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=3.65e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=3.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=3.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=3.35e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=3.35e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=3.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=3.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=2.83e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=2.83e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=2.71e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=2.71e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=2.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=2.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=2.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=2.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=2.38e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=2.38e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=2.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=2.29e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=2.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=2.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=2.1e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=2.1e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=2.01e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=2.01e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.93e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.93e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=1.77e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=1.77e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=1.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=1.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=1.63e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=1.63e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=1.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=1.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=1.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=1.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=1.43e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=1.43e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=1.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=1.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=1.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=1.32e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=1.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=1.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=1.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=1.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=9.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=9.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=9.39e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=9.39e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=9.01e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=9.01e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=8.63e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=8.63e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=8.28e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=8.28e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=7.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=7.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=7.61e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=7.61e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=7.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=7.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=6.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=6.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=6.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=6.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=6.42e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=6.42e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=6.16e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=6.16e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=5.9e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=5.9e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=5.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=5.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=5.43e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=5.43e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=5.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=5.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=4.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=4.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=4.58e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=4.58e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=279, step_size=0.893, tol=4.4e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2799.07it/s, iter=279, step_size=0.893, tol=4.4e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2791.97it/s, iter=279, step_size=0.893, tol=4.4e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2789.36it/s, iter=280, step_size=0.893, tol=4.21e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2782.25it/s, iter=280, step_size=0.893, tol=4.21e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2779.65it/s, iter=281, step_size=0.893, tol=4.04e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2772.60it/s, iter=281, step_size=0.893, tol=4.04e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2770.03it/s, iter=282, step_size=0.893, tol=3.87e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2763.03it/s, iter=282, step_size=0.893, tol=3.87e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2760.50it/s, iter=283, step_size=0.893, tol=3.71e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2753.56it/s, iter=283, step_size=0.893, tol=3.71e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2751.04it/s, iter=284, step_size=0.893, tol=3.56e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2744.14it/s, iter=284, step_size=0.893, tol=3.56e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2741.63it/s, iter=285, step_size=0.893, tol=3.41e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2734.81it/s, iter=285, step_size=0.893, tol=3.41e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2732.34it/s, iter=286, step_size=0.893, tol=3.27e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2725.57it/s, iter=286, step_size=0.893, tol=3.27e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2723.08it/s, iter=287, step_size=0.893, tol=3.14e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2715.24it/s, iter=287, step_size=0.893, tol=3.14e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2712.76it/s, iter=288, step_size=0.893, tol=3.01e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2706.08it/s, iter=288, step_size=0.893, tol=3.01e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2703.62it/s, iter=289, step_size=0.893, tol=2.89e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2696.96it/s, iter=289, step_size=0.893, tol=2.89e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2694.53it/s, iter=290, step_size=0.893, tol=2.77e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2687.97it/s, iter=290, step_size=0.893, tol=2.77e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2685.56it/s, iter=291, step_size=0.893, tol=2.65e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2678.07it/s, iter=291, step_size=0.893, tol=2.65e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2675.10it/s, iter=292, step_size=0.893, tol=2.54e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2667.82it/s, iter=292, step_size=0.893, tol=2.54e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2665.43it/s, iter=293, step_size=0.893, tol=2.44e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2658.95it/s, iter=293, step_size=0.893, tol=2.44e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2656.57it/s, iter=294, step_size=0.893, tol=2.34e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2649.66it/s, iter=294, step_size=0.893, tol=2.34e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2646.40it/s, iter=295, step_size=0.893, tol=2.24e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2638.98it/s, iter=295, step_size=0.893, tol=2.24e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2636.55it/s, iter=296, step_size=0.893, tol=2.15e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2630.02it/s, iter=296, step_size=0.893, tol=2.15e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2627.62it/s, iter=297, step_size=0.893, tol=2.06e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2621.12it/s, iter=297, step_size=0.893, tol=2.06e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2618.73it/s, iter=298, step_size=0.893, tol=1.98e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2611.34it/s, iter=298, step_size=0.893, tol=1.98e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2609.00it/s, iter=299, step_size=0.893, tol=1.9e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2602.62it/s, iter=299, step_size=0.893, tol=1.9e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2600.30it/s, iter=300, step_size=0.893, tol=1.82e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2593.95it/s, iter=300, step_size=0.893, tol=1.82e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2591.61it/s, iter=301, step_size=0.893, tol=1.74e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2585.30it/s, iter=301, step_size=0.893, tol=1.74e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2583.02it/s, iter=302, step_size=0.893, tol=1.67e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2576.78it/s, iter=302, step_size=0.893, tol=1.67e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2574.51it/s, iter=303, step_size=0.893, tol=1.6e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2568.31it/s, iter=303, step_size=0.893, tol=1.6e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2566.03it/s, iter=304, step_size=0.893, tol=1.54e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2559.82it/s, iter=304, step_size=0.893, tol=1.54e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2557.56it/s, iter=305, step_size=0.893, tol=1.47e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2551.40it/s, iter=305, step_size=0.893, tol=1.47e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2549.15it/s, iter=306, step_size=0.893, tol=1.41e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2543.02it/s, iter=306, step_size=0.893, tol=1.41e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2540.79it/s, iter=307, step_size=0.893, tol=1.36e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2534.71it/s, iter=307, step_size=0.893, tol=1.36e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2532.50it/s, iter=308, step_size=0.893, tol=1.3e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2526.22it/s, iter=308, step_size=0.893, tol=1.3e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2524.01it/s, iter=309, step_size=0.893, tol=1.25e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2516.80it/s, iter=309, step_size=0.893, tol=1.25e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2514.67it/s, iter=310, step_size=0.893, tol=1.2e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2508.87it/s, iter=310, step_size=0.893, tol=1.2e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2506.78it/s, iter=311, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2501.07it/s, iter=311, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2498.98it/s, iter=312, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2493.27it/s, iter=312, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2491.17it/s, iter=313, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2485.46it/s, iter=313, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2483.38it/s, iter=314, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2477.73it/s, iter=314, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2475.66it/s, iter=315, step_size=0.893, tol=9.7e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2470.05it/s, iter=315, step_size=0.893, tol=9.7e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2468.01it/s, iter=316, step_size=0.893, tol=9.3e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2462.46it/s, iter=316, step_size=0.893, tol=9.3e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2460.44it/s, iter=317, step_size=0.893, tol=8.92e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2454.93it/s, iter=317, step_size=0.893, tol=8.92e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2452.91it/s, iter=318, step_size=0.893, tol=8.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2447.41it/s, iter=318, step_size=0.893, tol=8.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2445.43it/s, iter=319, step_size=0.893, tol=8.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2439.95it/s, iter=319, step_size=0.893, tol=8.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2437.97it/s, iter=320, step_size=0.893, tol=7.87e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2432.46it/s, iter=320, step_size=0.893, tol=7.87e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2430.00it/s, iter=321, step_size=0.893, tol=7.55e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2424.29it/s, iter=321, step_size=0.893, tol=7.55e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2422.34it/s, iter=322, step_size=0.893, tol=7.24e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2416.98it/s, iter=322, step_size=0.893, tol=7.24e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2415.03it/s, iter=323, step_size=0.893, tol=6.94e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2408.98it/s, iter=323, step_size=0.893, tol=6.94e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2407.03it/s, iter=324, step_size=0.893, tol=6.66e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2401.76it/s, iter=324, step_size=0.893, tol=6.66e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2399.84it/s, iter=325, step_size=0.893, tol=6.39e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2394.60it/s, iter=325, step_size=0.893, tol=6.39e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2392.70it/s, iter=326, step_size=0.893, tol=6.13e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2387.50it/s, iter=326, step_size=0.893, tol=6.13e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2385.60it/s, iter=327, step_size=0.893, tol=5.88e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2380.40it/s, iter=327, step_size=0.893, tol=5.88e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2378.49it/s, iter=328, step_size=0.893, tol=5.64e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2373.31it/s, iter=328, step_size=0.893, tol=5.64e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2371.41it/s, iter=329, step_size=0.893, tol=5.41e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2366.27it/s, iter=329, step_size=0.893, tol=5.41e-08]
PGD: 6%|5 | 280/5000 [00:00<00:01, 2364.39it/s, iter=330, step_size=0.893, tol=5.19e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2359.30it/s, iter=330, step_size=0.893, tol=5.19e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2357.43it/s, iter=331, step_size=0.893, tol=4.97e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2351.63it/s, iter=331, step_size=0.893, tol=4.97e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2349.76it/s, iter=332, step_size=0.893, tol=4.77e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2344.74it/s, iter=332, step_size=0.893, tol=4.77e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2342.91it/s, iter=333, step_size=0.893, tol=4.58e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2337.90it/s, iter=333, step_size=0.893, tol=4.58e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2336.06it/s, iter=334, step_size=0.893, tol=4.39e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2331.10it/s, iter=334, step_size=0.893, tol=4.39e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2329.29it/s, iter=335, step_size=0.893, tol=4.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2324.30it/s, iter=335, step_size=0.893, tol=4.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2322.50it/s, iter=336, step_size=0.893, tol=4.04e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2317.56it/s, iter=336, step_size=0.893, tol=4.04e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2315.75it/s, iter=337, step_size=0.893, tol=3.88e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2310.51it/s, iter=337, step_size=0.893, tol=3.88e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2308.70it/s, iter=338, step_size=0.893, tol=3.72e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2303.76it/s, iter=338, step_size=0.893, tol=3.72e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2301.97it/s, iter=339, step_size=0.893, tol=3.57e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2297.08it/s, iter=339, step_size=0.893, tol=3.57e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2295.29it/s, iter=340, step_size=0.893, tol=3.42e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2290.11it/s, iter=340, step_size=0.893, tol=3.42e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2287.55it/s, iter=341, step_size=0.893, tol=3.28e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2281.75it/s, iter=341, step_size=0.893, tol=3.28e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2279.98it/s, iter=342, step_size=0.893, tol=3.15e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2274.48it/s, iter=342, step_size=0.893, tol=3.15e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2272.68it/s, iter=343, step_size=0.893, tol=3.02e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2267.90it/s, iter=343, step_size=0.893, tol=3.02e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2266.16it/s, iter=344, step_size=0.893, tol=2.9e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2261.39it/s, iter=344, step_size=0.893, tol=2.9e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2259.64it/s, iter=345, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2254.90it/s, iter=345, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2253.17it/s, iter=346, step_size=0.893, tol=2.67e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2248.49it/s, iter=346, step_size=0.893, tol=2.67e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2246.77it/s, iter=347, step_size=0.893, tol=2.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2242.07it/s, iter=347, step_size=0.893, tol=2.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2240.35it/s, iter=348, step_size=0.893, tol=2.45e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2235.70it/s, iter=348, step_size=0.893, tol=2.45e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2234.00it/s, iter=349, step_size=0.893, tol=2.35e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2229.39it/s, iter=349, step_size=0.893, tol=2.35e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2227.69it/s, iter=350, step_size=0.893, tol=2.26e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2223.09it/s, iter=350, step_size=0.893, tol=2.26e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2221.42it/s, iter=351, step_size=0.893, tol=2.17e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2216.82it/s, iter=351, step_size=0.893, tol=2.17e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2215.14it/s, iter=352, step_size=0.893, tol=2.08e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2210.57it/s, iter=352, step_size=0.893, tol=2.08e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2208.89it/s, iter=353, step_size=0.893, tol=1.99e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2203.60it/s, iter=353, step_size=0.893, tol=1.99e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2201.93it/s, iter=354, step_size=0.893, tol=1.91e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2197.41it/s, iter=354, step_size=0.893, tol=1.91e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2195.76it/s, iter=355, step_size=0.893, tol=1.84e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2190.66it/s, iter=355, step_size=0.893, tol=1.84e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2189.02it/s, iter=356, step_size=0.893, tol=1.76e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2184.59it/s, iter=356, step_size=0.893, tol=1.76e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2182.96it/s, iter=357, step_size=0.893, tol=1.69e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2178.52it/s, iter=357, step_size=0.893, tol=1.69e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2176.92it/s, iter=358, step_size=0.893, tol=1.62e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2172.51it/s, iter=358, step_size=0.893, tol=1.62e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2170.90it/s, iter=359, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2166.50it/s, iter=359, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2164.90it/s, iter=360, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2160.52it/s, iter=360, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2158.92it/s, iter=361, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2154.56it/s, iter=361, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2152.98it/s, iter=362, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2148.65it/s, iter=362, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2147.08it/s, iter=363, step_size=0.893, tol=1.32e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2142.76it/s, iter=363, step_size=0.893, tol=1.32e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2141.22it/s, iter=364, step_size=0.893, tol=1.27e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2136.85it/s, iter=364, step_size=0.893, tol=1.27e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2135.27it/s, iter=365, step_size=0.893, tol=1.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2131.02it/s, iter=365, step_size=0.893, tol=1.21e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2129.46it/s, iter=366, step_size=0.893, tol=1.16e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2125.27it/s, iter=366, step_size=0.893, tol=1.16e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2123.74it/s, iter=367, step_size=0.893, tol=1.12e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2119.52it/s, iter=367, step_size=0.893, tol=1.12e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2117.99it/s, iter=368, step_size=0.893, tol=1.07e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2113.79it/s, iter=368, step_size=0.893, tol=1.07e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2112.27it/s, iter=369, step_size=0.893, tol=1.03e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2108.10it/s, iter=369, step_size=0.893, tol=1.03e-08]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2106.59it/s, iter=370, step_size=0.893, tol=9.88e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2102.44it/s, iter=370, step_size=0.893, tol=9.88e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2100.94it/s, iter=371, step_size=0.893, tol=9.48e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2096.82it/s, iter=371, step_size=0.893, tol=9.48e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2095.32it/s, iter=372, step_size=0.893, tol=9.09e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2091.23it/s, iter=372, step_size=0.893, tol=9.09e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2089.73it/s, iter=373, step_size=0.893, tol=8.73e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2085.65it/s, iter=373, step_size=0.893, tol=8.73e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2084.16it/s, iter=374, step_size=0.893, tol=8.37e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2080.14it/s, iter=374, step_size=0.893, tol=8.37e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2078.67it/s, iter=375, step_size=0.893, tol=8.04e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2074.30it/s, iter=375, step_size=0.893, tol=8.04e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2072.61it/s, iter=376, step_size=0.893, tol=7.71e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2068.59it/s, iter=376, step_size=0.893, tol=7.71e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2067.14it/s, iter=377, step_size=0.893, tol=7.4e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2063.18it/s, iter=377, step_size=0.893, tol=7.4e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2061.74it/s, iter=378, step_size=0.893, tol=7.1e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2057.78it/s, iter=378, step_size=0.893, tol=7.1e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2056.35it/s, iter=379, step_size=0.893, tol=6.82e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2052.44it/s, iter=379, step_size=0.893, tol=6.82e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2051.01it/s, iter=380, step_size=0.893, tol=6.54e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2047.08it/s, iter=380, step_size=0.893, tol=6.54e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2045.66it/s, iter=381, step_size=0.893, tol=6.28e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2041.78it/s, iter=381, step_size=0.893, tol=6.28e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2040.36it/s, iter=382, step_size=0.893, tol=6.02e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2036.53it/s, iter=382, step_size=0.893, tol=6.02e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2035.12it/s, iter=383, step_size=0.893, tol=5.78e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2031.29it/s, iter=383, step_size=0.893, tol=5.78e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2029.89it/s, iter=384, step_size=0.893, tol=5.55e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2026.07it/s, iter=384, step_size=0.893, tol=5.55e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2024.69it/s, iter=385, step_size=0.893, tol=5.33e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2020.89it/s, iter=385, step_size=0.893, tol=5.33e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2019.51it/s, iter=386, step_size=0.893, tol=5.11e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2015.73it/s, iter=386, step_size=0.893, tol=5.11e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2014.01it/s, iter=387, step_size=0.893, tol=4.91e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2008.97it/s, iter=387, step_size=0.893, tol=4.91e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2007.60it/s, iter=388, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2003.86it/s, iter=388, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 2002.49it/s, iter=389, step_size=0.893, tol=4.52e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1998.78it/s, iter=389, step_size=0.893, tol=4.52e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1997.42it/s, iter=390, step_size=0.893, tol=4.34e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1993.73it/s, iter=390, step_size=0.893, tol=4.34e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1992.37it/s, iter=391, step_size=0.893, tol=4.16e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1988.68it/s, iter=391, step_size=0.893, tol=4.16e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1987.33it/s, iter=392, step_size=0.893, tol=4e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1983.67it/s, iter=392, step_size=0.893, tol=4e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1982.33it/s, iter=393, step_size=0.893, tol=3.83e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1978.67it/s, iter=393, step_size=0.893, tol=3.83e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1977.34it/s, iter=394, step_size=0.893, tol=3.68e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1973.33it/s, iter=394, step_size=0.893, tol=3.68e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1971.80it/s, iter=395, step_size=0.893, tol=3.53e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1968.16it/s, iter=395, step_size=0.893, tol=3.53e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1966.85it/s, iter=396, step_size=0.893, tol=3.39e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1963.28it/s, iter=396, step_size=0.893, tol=3.39e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1961.97it/s, iter=397, step_size=0.893, tol=3.25e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1957.63it/s, iter=397, step_size=0.893, tol=3.25e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1956.14it/s, iter=398, step_size=0.893, tol=3.12e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1952.58it/s, iter=398, step_size=0.893, tol=3.12e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1951.29it/s, iter=399, step_size=0.893, tol=3e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1947.73it/s, iter=399, step_size=0.893, tol=3e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1946.44it/s, iter=400, step_size=0.893, tol=2.88e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1942.91it/s, iter=400, step_size=0.893, tol=2.88e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1941.63it/s, iter=401, step_size=0.893, tol=2.76e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1938.13it/s, iter=401, step_size=0.893, tol=2.76e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1936.85it/s, iter=402, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1933.38it/s, iter=402, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1932.12it/s, iter=403, step_size=0.893, tol=2.55e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1928.63it/s, iter=403, step_size=0.893, tol=2.55e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1927.37it/s, iter=404, step_size=0.893, tol=2.44e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1923.84it/s, iter=404, step_size=0.893, tol=2.44e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1922.56it/s, iter=405, step_size=0.893, tol=2.35e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1919.11it/s, iter=405, step_size=0.893, tol=2.35e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1917.85it/s, iter=406, step_size=0.893, tol=2.25e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1914.41it/s, iter=406, step_size=0.893, tol=2.25e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1913.16it/s, iter=407, step_size=0.893, tol=2.16e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1909.75it/s, iter=407, step_size=0.893, tol=2.16e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1908.52it/s, iter=408, step_size=0.893, tol=2.08e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1904.64it/s, iter=408, step_size=0.893, tol=2.08e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1903.41it/s, iter=409, step_size=0.893, tol=1.99e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1900.04it/s, iter=409, step_size=0.893, tol=1.99e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1898.80it/s, iter=410, step_size=0.893, tol=1.91e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1895.47it/s, iter=410, step_size=0.893, tol=1.91e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1894.25it/s, iter=411, step_size=0.893, tol=1.84e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1890.91it/s, iter=411, step_size=0.893, tol=1.84e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1889.70it/s, iter=412, step_size=0.893, tol=1.76e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1886.39it/s, iter=412, step_size=0.893, tol=1.76e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1885.19it/s, iter=413, step_size=0.893, tol=1.69e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1881.88it/s, iter=413, step_size=0.893, tol=1.69e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1880.68it/s, iter=414, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1877.39it/s, iter=414, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1876.20it/s, iter=415, step_size=0.893, tol=1.56e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1872.91it/s, iter=415, step_size=0.893, tol=1.56e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1871.72it/s, iter=416, step_size=0.893, tol=1.5e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1868.47it/s, iter=416, step_size=0.893, tol=1.5e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1867.28it/s, iter=417, step_size=0.893, tol=1.44e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1864.06it/s, iter=417, step_size=0.893, tol=1.44e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1862.88it/s, iter=418, step_size=0.893, tol=1.38e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1859.69it/s, iter=418, step_size=0.893, tol=1.38e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1858.53it/s, iter=419, step_size=0.893, tol=1.33e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1854.52it/s, iter=419, step_size=0.893, tol=1.33e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1853.14it/s, iter=420, step_size=0.893, tol=1.27e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1849.96it/s, iter=420, step_size=0.893, tol=1.27e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1848.79it/s, iter=421, step_size=0.893, tol=1.22e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1845.62it/s, iter=421, step_size=0.893, tol=1.22e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1844.48it/s, iter=422, step_size=0.893, tol=1.17e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1841.33it/s, iter=422, step_size=0.893, tol=1.17e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1840.20it/s, iter=423, step_size=0.893, tol=1.13e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1837.08it/s, iter=423, step_size=0.893, tol=1.13e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1835.92it/s, iter=424, step_size=0.893, tol=1.08e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1832.80it/s, iter=424, step_size=0.893, tol=1.08e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1831.65it/s, iter=425, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1828.14it/s, iter=425, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1826.99it/s, iter=426, step_size=0.893, tol=9.97e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1823.89it/s, iter=426, step_size=0.893, tol=9.97e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1822.77it/s, iter=427, step_size=0.893, tol=9.57e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1819.12it/s, iter=427, step_size=0.893, tol=9.57e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1818.00it/s, iter=428, step_size=0.893, tol=9.19e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1814.93it/s, iter=428, step_size=0.893, tol=9.19e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1813.82it/s, iter=429, step_size=0.893, tol=8.83e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1810.76it/s, iter=429, step_size=0.893, tol=8.83e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1809.64it/s, iter=430, step_size=0.893, tol=8.47e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1805.78it/s, iter=430, step_size=0.893, tol=8.47e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1804.67it/s, iter=431, step_size=0.893, tol=8.14e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1801.64it/s, iter=431, step_size=0.893, tol=8.14e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1800.49it/s, iter=432, step_size=0.893, tol=7.81e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1796.65it/s, iter=432, step_size=0.893, tol=7.81e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1795.33it/s, iter=433, step_size=0.893, tol=7.5e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1792.26it/s, iter=433, step_size=0.893, tol=7.5e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1791.13it/s, iter=434, step_size=0.893, tol=7.2e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1788.09it/s, iter=434, step_size=0.893, tol=7.2e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1786.99it/s, iter=435, step_size=0.893, tol=6.92e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1783.96it/s, iter=435, step_size=0.893, tol=6.92e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1782.86it/s, iter=436, step_size=0.893, tol=6.64e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1779.84it/s, iter=436, step_size=0.893, tol=6.64e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1778.75it/s, iter=437, step_size=0.893, tol=6.38e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1775.75it/s, iter=437, step_size=0.893, tol=6.38e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1774.66it/s, iter=438, step_size=0.893, tol=6.13e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1771.68it/s, iter=438, step_size=0.893, tol=6.13e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1770.60it/s, iter=439, step_size=0.893, tol=5.88e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1767.64it/s, iter=439, step_size=0.893, tol=5.88e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1766.57it/s, iter=440, step_size=0.893, tol=5.65e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1763.62it/s, iter=440, step_size=0.893, tol=5.65e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1762.55it/s, iter=441, step_size=0.893, tol=5.43e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1758.18it/s, iter=441, step_size=0.893, tol=5.43e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1756.93it/s, iter=442, step_size=0.893, tol=5.21e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1754.01it/s, iter=442, step_size=0.893, tol=5.21e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1752.95it/s, iter=443, step_size=0.893, tol=5e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1750.03it/s, iter=443, step_size=0.893, tol=5e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1748.97it/s, iter=444, step_size=0.893, tol=4.81e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1746.08it/s, iter=444, step_size=0.893, tol=4.81e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1745.03it/s, iter=445, step_size=0.893, tol=4.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1741.54it/s, iter=445, step_size=0.893, tol=4.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1739.99it/s, iter=446, step_size=0.893, tol=4.43e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1736.93it/s, iter=446, step_size=0.893, tol=4.43e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1735.82it/s, iter=447, step_size=0.893, tol=4.26e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1732.79it/s, iter=447, step_size=0.893, tol=4.26e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1731.55it/s, iter=448, step_size=0.893, tol=4.09e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1728.67it/s, iter=448, step_size=0.893, tol=4.09e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1727.63it/s, iter=449, step_size=0.893, tol=3.93e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1724.76it/s, iter=449, step_size=0.893, tol=3.93e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1723.40it/s, iter=450, step_size=0.893, tol=3.77e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1720.36it/s, iter=450, step_size=0.893, tol=3.77e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1719.27it/s, iter=451, step_size=0.893, tol=3.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1715.33it/s, iter=451, step_size=0.893, tol=3.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1714.23it/s, iter=452, step_size=0.893, tol=3.48e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1711.25it/s, iter=452, step_size=0.893, tol=3.48e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1710.17it/s, iter=453, step_size=0.893, tol=3.34e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1707.20it/s, iter=453, step_size=0.893, tol=3.34e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1706.12it/s, iter=454, step_size=0.893, tol=3.21e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1703.16it/s, iter=454, step_size=0.893, tol=3.21e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1702.09it/s, iter=455, step_size=0.893, tol=3.08e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1699.17it/s, iter=455, step_size=0.893, tol=3.08e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1698.11it/s, iter=456, step_size=0.893, tol=2.96e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1695.17it/s, iter=456, step_size=0.893, tol=2.96e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1694.11it/s, iter=457, step_size=0.893, tol=2.84e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1691.20it/s, iter=457, step_size=0.893, tol=2.84e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1690.15it/s, iter=458, step_size=0.893, tol=2.73e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1687.07it/s, iter=458, step_size=0.893, tol=2.73e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1686.00it/s, iter=459, step_size=0.893, tol=2.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1683.02it/s, iter=459, step_size=0.893, tol=2.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1681.93it/s, iter=460, step_size=0.893, tol=2.52e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1678.96it/s, iter=460, step_size=0.893, tol=2.52e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1677.89it/s, iter=461, step_size=0.893, tol=2.42e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1674.15it/s, iter=461, step_size=0.893, tol=2.42e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1673.07it/s, iter=462, step_size=0.893, tol=2.32e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1670.13it/s, iter=462, step_size=0.893, tol=2.32e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1669.08it/s, iter=463, step_size=0.893, tol=2.23e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1666.19it/s, iter=463, step_size=0.893, tol=2.23e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1664.96it/s, iter=464, step_size=0.893, tol=2.14e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1661.21it/s, iter=464, step_size=0.893, tol=2.14e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1660.11it/s, iter=465, step_size=0.893, tol=2.06e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1657.56it/s, iter=465, step_size=0.893, tol=2.06e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1656.63it/s, iter=466, step_size=0.893, tol=1.98e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1654.08it/s, iter=466, step_size=0.893, tol=1.98e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1653.16it/s, iter=467, step_size=0.893, tol=1.9e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1650.62it/s, iter=467, step_size=0.893, tol=1.9e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1649.70it/s, iter=468, step_size=0.893, tol=1.83e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1647.14it/s, iter=468, step_size=0.893, tol=1.83e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1646.22it/s, iter=469, step_size=0.893, tol=1.75e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1643.69it/s, iter=469, step_size=0.893, tol=1.75e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1642.77it/s, iter=470, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1640.26it/s, iter=470, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1639.34it/s, iter=471, step_size=0.893, tol=1.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1635.89it/s, iter=471, step_size=0.893, tol=1.62e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1634.97it/s, iter=472, step_size=0.893, tol=1.56e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1632.47it/s, iter=472, step_size=0.893, tol=1.56e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1631.56it/s, iter=473, step_size=0.893, tol=1.49e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1629.09it/s, iter=473, step_size=0.893, tol=1.49e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1628.19it/s, iter=474, step_size=0.893, tol=1.44e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1625.73it/s, iter=474, step_size=0.893, tol=1.44e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1624.66it/s, iter=475, step_size=0.893, tol=1.38e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1621.71it/s, iter=475, step_size=0.893, tol=1.38e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1620.82it/s, iter=476, step_size=0.893, tol=1.32e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1618.36it/s, iter=476, step_size=0.893, tol=1.32e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1617.47it/s, iter=477, step_size=0.893, tol=1.27e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1615.03it/s, iter=477, step_size=0.893, tol=1.27e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1614.13it/s, iter=478, step_size=0.893, tol=1.22e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1611.71it/s, iter=478, step_size=0.893, tol=1.22e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1610.84it/s, iter=479, step_size=0.893, tol=1.17e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1608.12it/s, iter=479, step_size=0.893, tol=1.17e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1607.24it/s, iter=480, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1604.85it/s, iter=480, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1603.98it/s, iter=481, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1601.58it/s, iter=481, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1600.71it/s, iter=482, step_size=0.893, tol=1.04e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1597.42it/s, iter=482, step_size=0.893, tol=1.04e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1596.56it/s, iter=483, step_size=0.893, tol=1e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1594.19it/s, iter=483, step_size=0.893, tol=1e-10]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1593.33it/s, iter=484, step_size=0.893, tol=9.61e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1590.97it/s, iter=484, step_size=0.893, tol=9.61e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1590.11it/s, iter=485, step_size=0.893, tol=9.24e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1587.76it/s, iter=485, step_size=0.893, tol=9.24e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1586.91it/s, iter=486, step_size=0.893, tol=8.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1584.58it/s, iter=486, step_size=0.893, tol=8.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1583.73it/s, iter=487, step_size=0.893, tol=8.53e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1581.42it/s, iter=487, step_size=0.893, tol=8.53e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1580.57it/s, iter=488, step_size=0.893, tol=8.19e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1578.25it/s, iter=488, step_size=0.893, tol=8.19e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1577.40it/s, iter=489, step_size=0.893, tol=7.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1575.08it/s, iter=489, step_size=0.893, tol=7.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:02, 1574.22it/s, iter=490, step_size=0.893, tol=7.56e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1571.91it/s, iter=490, step_size=0.893, tol=7.56e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1571.07it/s, iter=491, step_size=0.893, tol=7.27e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1568.78it/s, iter=491, step_size=0.893, tol=7.27e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1567.95it/s, iter=492, step_size=0.893, tol=6.98e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1565.66it/s, iter=492, step_size=0.893, tol=6.98e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1564.79it/s, iter=493, step_size=0.893, tol=6.71e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1561.70it/s, iter=493, step_size=0.893, tol=6.71e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1560.87it/s, iter=494, step_size=0.893, tol=6.45e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1558.60it/s, iter=494, step_size=0.893, tol=6.45e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1557.79it/s, iter=495, step_size=0.893, tol=6.19e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1555.56it/s, iter=495, step_size=0.893, tol=6.19e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1554.73it/s, iter=496, step_size=0.893, tol=5.95e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1552.49it/s, iter=496, step_size=0.893, tol=5.95e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1551.66it/s, iter=497, step_size=0.893, tol=5.72e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1549.43it/s, iter=497, step_size=0.893, tol=5.72e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1548.62it/s, iter=498, step_size=0.893, tol=5.49e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1546.39it/s, iter=498, step_size=0.893, tol=5.49e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1545.59it/s, iter=499, step_size=0.893, tol=5.28e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1543.36it/s, iter=499, step_size=0.893, tol=5.28e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1542.55it/s, iter=500, step_size=0.893, tol=5.07e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1540.32it/s, iter=500, step_size=0.893, tol=5.07e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1539.51it/s, iter=501, step_size=0.893, tol=4.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1537.31it/s, iter=501, step_size=0.893, tol=4.87e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1536.51it/s, iter=502, step_size=0.893, tol=4.68e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1534.32it/s, iter=502, step_size=0.893, tol=4.68e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1533.52it/s, iter=503, step_size=0.893, tol=4.5e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1531.34it/s, iter=503, step_size=0.893, tol=4.5e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1530.19it/s, iter=504, step_size=0.893, tol=4.33e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1527.65it/s, iter=504, step_size=0.893, tol=4.33e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1526.87it/s, iter=505, step_size=0.893, tol=4.16e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1524.70it/s, iter=505, step_size=0.893, tol=4.16e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1523.91it/s, iter=506, step_size=0.893, tol=3.99e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1521.75it/s, iter=506, step_size=0.893, tol=3.99e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1520.97it/s, iter=507, step_size=0.893, tol=3.84e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1518.82it/s, iter=507, step_size=0.893, tol=3.84e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1518.04it/s, iter=508, step_size=0.893, tol=3.69e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1515.90it/s, iter=508, step_size=0.893, tol=3.69e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1515.12it/s, iter=509, step_size=0.893, tol=3.54e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1513.00it/s, iter=509, step_size=0.893, tol=3.54e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1512.23it/s, iter=510, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1510.10it/s, iter=510, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1509.33it/s, iter=511, step_size=0.893, tol=3.27e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1506.94it/s, iter=511, step_size=0.893, tol=3.27e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1506.17it/s, iter=512, step_size=0.893, tol=3.15e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1504.04it/s, iter=512, step_size=0.893, tol=3.15e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1503.27it/s, iter=513, step_size=0.893, tol=3.02e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1501.16it/s, iter=513, step_size=0.893, tol=3.02e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1500.40it/s, iter=514, step_size=0.893, tol=2.91e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1498.32it/s, iter=514, step_size=0.893, tol=2.91e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1497.02it/s, iter=515, step_size=0.893, tol=2.79e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1494.54it/s, iter=515, step_size=0.893, tol=2.79e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1493.78it/s, iter=516, step_size=0.893, tol=2.68e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1491.72it/s, iter=516, step_size=0.893, tol=2.68e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1490.96it/s, iter=517, step_size=0.893, tol=2.58e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1488.90it/s, iter=517, step_size=0.893, tol=2.58e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1488.14it/s, iter=518, step_size=0.893, tol=2.48e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1486.08it/s, iter=518, step_size=0.893, tol=2.48e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1485.33it/s, iter=519, step_size=0.893, tol=2.38e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1483.28it/s, iter=519, step_size=0.893, tol=2.38e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1482.52it/s, iter=520, step_size=0.893, tol=2.29e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1480.02it/s, iter=520, step_size=0.893, tol=2.29e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1479.17it/s, iter=521, step_size=0.893, tol=2.2e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1477.14it/s, iter=521, step_size=0.893, tol=2.2e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1476.39it/s, iter=522, step_size=0.893, tol=2.11e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1474.36it/s, iter=522, step_size=0.893, tol=2.11e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1473.63it/s, iter=523, step_size=0.893, tol=2.03e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1471.61it/s, iter=523, step_size=0.893, tol=2.03e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1470.88it/s, iter=524, step_size=0.893, tol=1.95e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1468.87it/s, iter=524, step_size=0.893, tol=1.95e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1468.13it/s, iter=525, step_size=0.893, tol=1.88e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1465.79it/s, iter=525, step_size=0.893, tol=1.88e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1465.06it/s, iter=526, step_size=0.893, tol=1.8e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1463.06it/s, iter=526, step_size=0.893, tol=1.8e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1462.34it/s, iter=527, step_size=0.893, tol=1.73e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1460.36it/s, iter=527, step_size=0.893, tol=1.73e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1459.64it/s, iter=528, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1457.66it/s, iter=528, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1456.93it/s, iter=529, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1454.96it/s, iter=529, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1454.23it/s, iter=530, step_size=0.893, tol=1.54e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1452.25it/s, iter=530, step_size=0.893, tol=1.54e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1451.53it/s, iter=531, step_size=0.893, tol=1.48e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1449.56it/s, iter=531, step_size=0.893, tol=1.48e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1448.84it/s, iter=532, step_size=0.893, tol=1.42e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1446.87it/s, iter=532, step_size=0.893, tol=1.42e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1446.16it/s, iter=533, step_size=0.893, tol=1.37e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1443.90it/s, iter=533, step_size=0.893, tol=1.37e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1443.10it/s, iter=534, step_size=0.893, tol=1.31e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1440.91it/s, iter=534, step_size=0.893, tol=1.31e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1440.11it/s, iter=535, step_size=0.893, tol=1.26e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1438.06it/s, iter=535, step_size=0.893, tol=1.26e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1437.35it/s, iter=536, step_size=0.893, tol=1.21e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1435.12it/s, iter=536, step_size=0.893, tol=1.21e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1434.42it/s, iter=537, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1432.52it/s, iter=537, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1431.82it/s, iter=538, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1429.93it/s, iter=538, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1429.25it/s, iter=539, step_size=0.893, tol=1.08e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1427.36it/s, iter=539, step_size=0.893, tol=1.08e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1426.67it/s, iter=540, step_size=0.893, tol=1.04e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1424.78it/s, iter=540, step_size=0.893, tol=1.04e-11]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1424.09it/s, iter=541, step_size=0.893, tol=9.97e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1422.22it/s, iter=541, step_size=0.893, tol=9.97e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1421.52it/s, iter=542, step_size=0.893, tol=9.58e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1419.51it/s, iter=542, step_size=0.893, tol=9.58e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1418.70it/s, iter=543, step_size=0.893, tol=9.21e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1416.83it/s, iter=543, step_size=0.893, tol=9.21e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1416.15it/s, iter=544, step_size=0.893, tol=8.85e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1414.29it/s, iter=544, step_size=0.893, tol=8.85e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1413.61it/s, iter=545, step_size=0.893, tol=8.51e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1411.76it/s, iter=545, step_size=0.893, tol=8.51e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1411.07it/s, iter=546, step_size=0.893, tol=8.18e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1409.24it/s, iter=546, step_size=0.893, tol=8.18e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1408.56it/s, iter=547, step_size=0.893, tol=7.86e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1406.45it/s, iter=547, step_size=0.893, tol=7.86e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1405.77it/s, iter=548, step_size=0.893, tol=7.56e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1403.93it/s, iter=548, step_size=0.893, tol=7.56e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1403.26it/s, iter=549, step_size=0.893, tol=7.27e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1401.43it/s, iter=549, step_size=0.893, tol=7.27e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1400.77it/s, iter=550, step_size=0.893, tol=6.99e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1398.94it/s, iter=550, step_size=0.893, tol=6.99e-12]
PGD: 6%|5 | 280/5000 [00:00<00:03, 1398.28it/s, iter=551, step_size=0.893, tol=6.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2755.67it/s, iter=551, step_size=0.893, tol=6.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2752.14it/s, iter=551, step_size=0.893, tol=6.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2750.84it/s, iter=552, step_size=0.893, tol=6.46e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2747.27it/s, iter=552, step_size=0.893, tol=6.46e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2745.97it/s, iter=553, step_size=0.893, tol=6.21e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2742.39it/s, iter=553, step_size=0.893, tol=6.21e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2741.09it/s, iter=554, step_size=0.893, tol=5.97e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2737.56it/s, iter=554, step_size=0.893, tol=5.97e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2736.27it/s, iter=555, step_size=0.893, tol=5.74e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2732.75it/s, iter=555, step_size=0.893, tol=5.74e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2731.45it/s, iter=556, step_size=0.893, tol=5.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2727.66it/s, iter=556, step_size=0.893, tol=5.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2726.25it/s, iter=557, step_size=0.893, tol=5.3e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2722.36it/s, iter=557, step_size=0.893, tol=5.3e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2720.95it/s, iter=558, step_size=0.893, tol=5.1e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2716.77it/s, iter=558, step_size=0.893, tol=5.1e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2715.44it/s, iter=559, step_size=0.893, tol=4.9e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2711.93it/s, iter=559, step_size=0.893, tol=4.9e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2710.62it/s, iter=560, step_size=0.893, tol=4.71e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2707.11it/s, iter=560, step_size=0.893, tol=4.71e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2705.85it/s, iter=561, step_size=0.893, tol=4.53e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2702.39it/s, iter=561, step_size=0.893, tol=4.53e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2701.11it/s, iter=562, step_size=0.893, tol=4.35e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2697.66it/s, iter=562, step_size=0.893, tol=4.35e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2696.40it/s, iter=563, step_size=0.893, tol=4.19e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2692.98it/s, iter=563, step_size=0.893, tol=4.19e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2691.71it/s, iter=564, step_size=0.893, tol=4.02e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2688.32it/s, iter=564, step_size=0.893, tol=4.02e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2687.07it/s, iter=565, step_size=0.893, tol=3.87e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2683.38it/s, iter=565, step_size=0.893, tol=3.87e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2681.49it/s, iter=566, step_size=0.893, tol=3.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2677.81it/s, iter=566, step_size=0.893, tol=3.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2676.56it/s, iter=567, step_size=0.893, tol=3.58e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2673.14it/s, iter=567, step_size=0.893, tol=3.58e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2671.89it/s, iter=568, step_size=0.893, tol=3.44e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2668.45it/s, iter=568, step_size=0.893, tol=3.44e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2666.92it/s, iter=569, step_size=0.893, tol=3.31e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2663.31it/s, iter=569, step_size=0.893, tol=3.31e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2662.06it/s, iter=570, step_size=0.893, tol=3.18e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2658.68it/s, iter=570, step_size=0.893, tol=3.18e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2657.46it/s, iter=571, step_size=0.893, tol=3.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2654.10it/s, iter=571, step_size=0.893, tol=3.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2652.86it/s, iter=572, step_size=0.893, tol=2.94e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2649.48it/s, iter=572, step_size=0.893, tol=2.94e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2648.26it/s, iter=573, step_size=0.893, tol=2.82e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2644.90it/s, iter=573, step_size=0.893, tol=2.82e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2643.68it/s, iter=574, step_size=0.893, tol=2.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2639.90it/s, iter=574, step_size=0.893, tol=2.72e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2638.68it/s, iter=575, step_size=0.893, tol=2.61e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2635.34it/s, iter=575, step_size=0.893, tol=2.61e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2634.11it/s, iter=576, step_size=0.893, tol=2.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2630.77it/s, iter=576, step_size=0.893, tol=2.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2629.57it/s, iter=577, step_size=0.893, tol=2.41e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2626.27it/s, iter=577, step_size=0.893, tol=2.41e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2625.05it/s, iter=578, step_size=0.893, tol=2.32e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2621.70it/s, iter=578, step_size=0.893, tol=2.32e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2620.48it/s, iter=579, step_size=0.893, tol=2.23e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2617.04it/s, iter=579, step_size=0.893, tol=2.23e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2615.38it/s, iter=580, step_size=0.893, tol=2.15e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2612.11it/s, iter=580, step_size=0.893, tol=2.15e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2610.93it/s, iter=581, step_size=0.893, tol=2.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2607.71it/s, iter=581, step_size=0.893, tol=2.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2606.52it/s, iter=582, step_size=0.893, tol=1.98e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2603.30it/s, iter=582, step_size=0.893, tol=1.98e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2602.13it/s, iter=583, step_size=0.893, tol=1.91e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2598.94it/s, iter=583, step_size=0.893, tol=1.91e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2597.78it/s, iter=584, step_size=0.893, tol=1.83e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2594.59it/s, iter=584, step_size=0.893, tol=1.83e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2593.43it/s, iter=585, step_size=0.893, tol=1.76e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2590.28it/s, iter=585, step_size=0.893, tol=1.76e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2589.12it/s, iter=586, step_size=0.893, tol=1.7e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2585.96it/s, iter=586, step_size=0.893, tol=1.7e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2584.81it/s, iter=587, step_size=0.893, tol=1.63e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2581.67it/s, iter=587, step_size=0.893, tol=1.63e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2580.51it/s, iter=588, step_size=0.893, tol=1.57e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2577.37it/s, iter=588, step_size=0.893, tol=1.57e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2576.23it/s, iter=589, step_size=0.893, tol=1.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2573.12it/s, iter=589, step_size=0.893, tol=1.51e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2571.98it/s, iter=590, step_size=0.893, tol=1.45e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2568.85it/s, iter=590, step_size=0.893, tol=1.45e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2567.26it/s, iter=591, step_size=0.893, tol=1.39e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2563.04it/s, iter=591, step_size=0.893, tol=1.39e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2561.23it/s, iter=592, step_size=0.893, tol=1.34e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2558.13it/s, iter=592, step_size=0.893, tol=1.34e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2556.99it/s, iter=593, step_size=0.893, tol=1.29e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2553.91it/s, iter=593, step_size=0.893, tol=1.29e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2552.79it/s, iter=594, step_size=0.893, tol=1.24e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2549.73it/s, iter=594, step_size=0.893, tol=1.24e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2548.61it/s, iter=595, step_size=0.893, tol=1.19e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2545.56it/s, iter=595, step_size=0.893, tol=1.19e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2544.43it/s, iter=596, step_size=0.893, tol=1.15e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2541.38it/s, iter=596, step_size=0.893, tol=1.15e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2540.26it/s, iter=597, step_size=0.893, tol=1.1e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2537.11it/s, iter=597, step_size=0.893, tol=1.1e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2535.98it/s, iter=598, step_size=0.893, tol=1.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2532.93it/s, iter=598, step_size=0.893, tol=1.06e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2531.82it/s, iter=599, step_size=0.893, tol=1.02e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2528.79it/s, iter=599, step_size=0.893, tol=1.02e-12]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2527.69it/s, iter=600, step_size=0.893, tol=9.8e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2524.67it/s, iter=600, step_size=0.893, tol=9.8e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2523.57it/s, iter=601, step_size=0.893, tol=9.43e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2520.11it/s, iter=601, step_size=0.893, tol=9.43e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2519.02it/s, iter=602, step_size=0.893, tol=9.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2516.02it/s, iter=602, step_size=0.893, tol=9.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2514.92it/s, iter=603, step_size=0.893, tol=8.72e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2511.92it/s, iter=603, step_size=0.893, tol=8.72e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2510.84it/s, iter=604, step_size=0.893, tol=8.38e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2507.85it/s, iter=604, step_size=0.893, tol=8.38e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2506.76it/s, iter=605, step_size=0.893, tol=8.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2503.58it/s, iter=605, step_size=0.893, tol=8.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2502.31it/s, iter=606, step_size=0.893, tol=7.75e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2499.36it/s, iter=606, step_size=0.893, tol=7.75e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2498.14it/s, iter=607, step_size=0.893, tol=7.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2495.23it/s, iter=607, step_size=0.893, tol=7.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2494.18it/s, iter=608, step_size=0.893, tol=7.17e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2491.31it/s, iter=608, step_size=0.893, tol=7.17e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2490.26it/s, iter=609, step_size=0.893, tol=6.89e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2487.39it/s, iter=609, step_size=0.893, tol=6.89e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2486.34it/s, iter=610, step_size=0.893, tol=6.63e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2483.48it/s, iter=610, step_size=0.893, tol=6.63e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2482.17it/s, iter=611, step_size=0.893, tol=6.38e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2478.73it/s, iter=611, step_size=0.893, tol=6.38e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2477.69it/s, iter=612, step_size=0.893, tol=6.13e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2474.43it/s, iter=612, step_size=0.893, tol=6.13e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2473.38it/s, iter=613, step_size=0.893, tol=5.9e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2470.55it/s, iter=613, step_size=0.893, tol=5.9e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2469.52it/s, iter=614, step_size=0.893, tol=5.67e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2466.69it/s, iter=614, step_size=0.893, tol=5.67e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2465.65it/s, iter=615, step_size=0.893, tol=5.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2462.82it/s, iter=615, step_size=0.893, tol=5.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2461.80it/s, iter=616, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2458.97it/s, iter=616, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2457.94it/s, iter=617, step_size=0.893, tol=5.04e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2455.13it/s, iter=617, step_size=0.893, tol=5.04e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2454.12it/s, iter=618, step_size=0.893, tol=4.85e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2451.33it/s, iter=618, step_size=0.893, tol=4.85e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2450.31it/s, iter=619, step_size=0.893, tol=4.67e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2447.52it/s, iter=619, step_size=0.893, tol=4.67e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2446.52it/s, iter=620, step_size=0.893, tol=4.49e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2443.74it/s, iter=620, step_size=0.893, tol=4.49e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2442.74it/s, iter=621, step_size=0.893, tol=4.32e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2439.98it/s, iter=621, step_size=0.893, tol=4.32e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2438.96it/s, iter=622, step_size=0.893, tol=4.15e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2436.21it/s, iter=622, step_size=0.893, tol=4.15e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2435.20it/s, iter=623, step_size=0.893, tol=3.99e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2432.15it/s, iter=623, step_size=0.893, tol=3.99e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2430.94it/s, iter=624, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2428.16it/s, iter=624, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2427.15it/s, iter=625, step_size=0.893, tol=3.69e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2424.42it/s, iter=625, step_size=0.893, tol=3.69e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2423.43it/s, iter=626, step_size=0.893, tol=3.55e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2420.69it/s, iter=626, step_size=0.893, tol=3.55e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2419.69it/s, iter=627, step_size=0.893, tol=3.42e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2416.97it/s, iter=627, step_size=0.893, tol=3.42e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2415.98it/s, iter=628, step_size=0.893, tol=3.28e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2413.28it/s, iter=628, step_size=0.893, tol=3.28e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2412.29it/s, iter=629, step_size=0.893, tol=3.16e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2409.60it/s, iter=629, step_size=0.893, tol=3.16e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2408.62it/s, iter=630, step_size=0.893, tol=3.04e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2405.94it/s, iter=630, step_size=0.893, tol=3.04e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2404.95it/s, iter=631, step_size=0.893, tol=2.92e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2402.26it/s, iter=631, step_size=0.893, tol=2.92e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2401.27it/s, iter=632, step_size=0.893, tol=2.81e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2398.60it/s, iter=632, step_size=0.893, tol=2.81e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2397.63it/s, iter=633, step_size=0.893, tol=2.7e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2394.96it/s, iter=633, step_size=0.893, tol=2.7e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2393.99it/s, iter=634, step_size=0.893, tol=2.6e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2391.34it/s, iter=634, step_size=0.893, tol=2.6e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2390.36it/s, iter=635, step_size=0.893, tol=2.5e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2387.28it/s, iter=635, step_size=0.893, tol=2.5e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2386.31it/s, iter=636, step_size=0.893, tol=2.4e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2383.66it/s, iter=636, step_size=0.893, tol=2.4e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2382.70it/s, iter=637, step_size=0.893, tol=2.31e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2380.07it/s, iter=637, step_size=0.893, tol=2.31e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2379.10it/s, iter=638, step_size=0.893, tol=2.22e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2376.10it/s, iter=638, step_size=0.893, tol=2.22e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2375.15it/s, iter=639, step_size=0.893, tol=2.14e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2372.54it/s, iter=639, step_size=0.893, tol=2.14e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2371.59it/s, iter=640, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2368.99it/s, iter=640, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2368.04it/s, iter=641, step_size=0.893, tol=1.98e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2365.44it/s, iter=641, step_size=0.893, tol=1.98e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2364.50it/s, iter=642, step_size=0.893, tol=1.9e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2361.93it/s, iter=642, step_size=0.893, tol=1.9e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2360.97it/s, iter=643, step_size=0.893, tol=1.83e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2358.40it/s, iter=643, step_size=0.893, tol=1.83e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2357.45it/s, iter=644, step_size=0.893, tol=1.76e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2354.88it/s, iter=644, step_size=0.893, tol=1.76e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2353.94it/s, iter=645, step_size=0.893, tol=1.69e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2351.39it/s, iter=645, step_size=0.893, tol=1.69e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2350.46it/s, iter=646, step_size=0.893, tol=1.63e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2347.51it/s, iter=646, step_size=0.893, tol=1.63e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2346.58it/s, iter=647, step_size=0.893, tol=1.57e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2344.04it/s, iter=647, step_size=0.893, tol=1.57e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2343.10it/s, iter=648, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2340.55it/s, iter=648, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2339.62it/s, iter=649, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2337.10it/s, iter=649, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2336.17it/s, iter=650, step_size=0.893, tol=1.39e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2333.64it/s, iter=650, step_size=0.893, tol=1.39e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2332.73it/s, iter=651, step_size=0.893, tol=1.34e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2329.79it/s, iter=651, step_size=0.893, tol=1.34e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2328.88it/s, iter=652, step_size=0.893, tol=1.29e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2326.36it/s, iter=652, step_size=0.893, tol=1.29e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2325.45it/s, iter=653, step_size=0.893, tol=1.24e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2322.94it/s, iter=653, step_size=0.893, tol=1.24e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2322.03it/s, iter=654, step_size=0.893, tol=1.19e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2319.55it/s, iter=654, step_size=0.893, tol=1.19e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2318.64it/s, iter=655, step_size=0.893, tol=1.15e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2316.16it/s, iter=655, step_size=0.893, tol=1.15e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2315.26it/s, iter=656, step_size=0.893, tol=1.1e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2312.76it/s, iter=656, step_size=0.893, tol=1.1e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2311.86it/s, iter=657, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2309.08it/s, iter=657, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2307.87it/s, iter=658, step_size=0.893, tol=1.02e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2305.25it/s, iter=658, step_size=0.893, tol=1.02e-13]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2303.99it/s, iter=659, step_size=0.893, tol=9.83e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2301.53it/s, iter=659, step_size=0.893, tol=9.83e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2300.65it/s, iter=660, step_size=0.893, tol=9.46e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2298.20it/s, iter=660, step_size=0.893, tol=9.46e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2297.31it/s, iter=661, step_size=0.893, tol=9.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2294.50it/s, iter=661, step_size=0.893, tol=9.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2292.95it/s, iter=662, step_size=0.893, tol=8.75e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2289.60it/s, iter=662, step_size=0.893, tol=8.75e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2288.47it/s, iter=663, step_size=0.893, tol=8.41e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2285.38it/s, iter=663, step_size=0.893, tol=8.41e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2284.26it/s, iter=664, step_size=0.893, tol=8.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2281.17it/s, iter=664, step_size=0.893, tol=8.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2280.04it/s, iter=665, step_size=0.893, tol=7.79e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2276.97it/s, iter=665, step_size=0.893, tol=7.79e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2275.85it/s, iter=666, step_size=0.893, tol=7.49e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2272.80it/s, iter=666, step_size=0.893, tol=7.49e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2271.62it/s, iter=667, step_size=0.893, tol=7.21e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2268.54it/s, iter=667, step_size=0.893, tol=7.21e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2267.43it/s, iter=668, step_size=0.893, tol=6.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2264.40it/s, iter=668, step_size=0.893, tol=6.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2263.29it/s, iter=669, step_size=0.893, tol=6.67e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2260.24it/s, iter=669, step_size=0.893, tol=6.67e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2259.15it/s, iter=670, step_size=0.893, tol=6.42e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2256.11it/s, iter=670, step_size=0.893, tol=6.42e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2255.01it/s, iter=671, step_size=0.893, tol=6.17e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2251.98it/s, iter=671, step_size=0.893, tol=6.17e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2250.88it/s, iter=672, step_size=0.893, tol=5.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2247.87it/s, iter=672, step_size=0.893, tol=5.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2246.77it/s, iter=673, step_size=0.893, tol=5.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2243.63it/s, iter=673, step_size=0.893, tol=5.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2242.65it/s, iter=674, step_size=0.893, tol=5.49e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2239.94it/s, iter=674, step_size=0.893, tol=5.49e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2238.94it/s, iter=675, step_size=0.893, tol=5.28e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2236.22it/s, iter=675, step_size=0.893, tol=5.28e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2235.20it/s, iter=676, step_size=0.893, tol=5.07e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2232.23it/s, iter=676, step_size=0.893, tol=5.07e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2231.23it/s, iter=677, step_size=0.893, tol=4.89e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2228.55it/s, iter=677, step_size=0.893, tol=4.89e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2227.56it/s, iter=678, step_size=0.893, tol=4.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:01, 2224.80it/s, iter=678, step_size=0.893, tol=4.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2223.81it/s, iter=679, step_size=0.893, tol=4.53e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2221.15it/s, iter=679, step_size=0.893, tol=4.53e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2220.17it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2217.53it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2216.55it/s, iter=681, step_size=0.893, tol=4.19e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2213.64it/s, iter=681, step_size=0.893, tol=4.19e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2212.56it/s, iter=682, step_size=0.893, tol=4.03e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2209.65it/s, iter=682, step_size=0.893, tol=4.03e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2208.57it/s, iter=683, step_size=0.893, tol=3.87e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2205.65it/s, iter=683, step_size=0.893, tol=3.87e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2204.58it/s, iter=684, step_size=0.893, tol=3.73e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2201.67it/s, iter=684, step_size=0.893, tol=3.73e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2200.59it/s, iter=685, step_size=0.893, tol=3.59e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2197.21it/s, iter=685, step_size=0.893, tol=3.59e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2196.25it/s, iter=686, step_size=0.893, tol=3.45e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2193.65it/s, iter=686, step_size=0.893, tol=3.45e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2192.70it/s, iter=687, step_size=0.893, tol=3.32e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2190.04it/s, iter=687, step_size=0.893, tol=3.32e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2189.11it/s, iter=688, step_size=0.893, tol=3.19e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2186.25it/s, iter=688, step_size=0.893, tol=3.19e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2185.30it/s, iter=689, step_size=0.893, tol=3.07e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2182.68it/s, iter=689, step_size=0.893, tol=3.07e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2181.75it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2179.18it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2178.23it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2175.66it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2174.72it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2172.15it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2171.21it/s, iter=693, step_size=0.893, tol=2.63e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2168.64it/s, iter=693, step_size=0.893, tol=2.63e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2167.72it/s, iter=694, step_size=0.893, tol=2.52e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2164.85it/s, iter=694, step_size=0.893, tol=2.52e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2163.61it/s, iter=695, step_size=0.893, tol=2.43e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2161.04it/s, iter=695, step_size=0.893, tol=2.43e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2160.11it/s, iter=696, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2157.57it/s, iter=696, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2156.72it/s, iter=697, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2154.41it/s, iter=697, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2153.56it/s, iter=698, step_size=0.893, tol=2.17e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2151.24it/s, iter=698, step_size=0.893, tol=2.17e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2150.41it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2148.10it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2147.27it/s, iter=700, step_size=0.893, tol=2e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2144.97it/s, iter=700, step_size=0.893, tol=2e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2144.14it/s, iter=701, step_size=0.893, tol=1.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2141.84it/s, iter=701, step_size=0.893, tol=1.93e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2141.01it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2138.74it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2137.92it/s, iter=703, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2135.65it/s, iter=703, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2134.83it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2132.57it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2131.44it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2128.84it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2128.01it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2125.74it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2124.91it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2122.65it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2121.82it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2119.58it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2118.75it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2116.46it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2115.69it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2113.62it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2112.86it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2110.79it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2110.03it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2107.96it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2107.20it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2105.14it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2104.39it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2102.33it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2101.59it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2099.53it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2098.34it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2096.29it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2095.54it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2093.48it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2092.74it/s, iter=718, step_size=0.893, tol=9.98e-15]
Achieved relative tolerance at iteration 718
PGD: 11%|#1 | 552/5000 [00:00<00:02, 2091.36it/s, iter=718, step_size=0.893, tol=9.98e-15]
beta = 0.2
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=0.909]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=0.909]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.0963]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.0963]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0892]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0892]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0823]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0823]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0747]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0747]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0573]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0573]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0537]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0537]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0276]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0276]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.00982]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.00982]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.00939]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.00939]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.00857]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.00857]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.00819]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.00819]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.00783]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.00783]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.00715]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.00715]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.00684]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.00684]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.00654]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.00654]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.00625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.00625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00597]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00597]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00546]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00546]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00499]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00499]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00477]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00477]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00417]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00417]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.00399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.00399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00381]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00381]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.00365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.00365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.00244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.00244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.00186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.00186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.0017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.0017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.00143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.00143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.000955]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.000955]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.000913]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.000913]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.000873]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.000873]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.000835]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.000835]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.000799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.000799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.000764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.000764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.000731]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.000731]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000639]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000639]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000559]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000559]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.000535]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.000535]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000512]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000512]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000489]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000489]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000468]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000468]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000448]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000448]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.000428]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.000428]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.00041]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.00041]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000358]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000358]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.000343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.000343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000328]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000328]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000287]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000287]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000201]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000201]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.000161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.000161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.000154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.000154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.000113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.000113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=9.87e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=9.87e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=9.44e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=9.44e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=9.03e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=9.03e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=8.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=8.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=8.26e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=8.26e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=7.9e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=7.9e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=7.56e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=7.56e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=6.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=6.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=6.61e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=6.61e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=6.33e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=6.33e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=6.05e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=6.05e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=5.79e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=5.79e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=5.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=5.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=5.3e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=5.3e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=5.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=5.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=4.85e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=4.85e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=4.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=4.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=4.43e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=4.43e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=4.24e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=4.24e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=4.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=4.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=3.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=3.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=3.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=3.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=3.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=3.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=3.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=3.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=3.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=3.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=3.11e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=3.11e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=2.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=2.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=2.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=2.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=2.72e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=2.72e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=2.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=2.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=2.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=2.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=2.08e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=2.08e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=1.99e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=1.99e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=1.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=1.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=1.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=1.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=1.74e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=1.74e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=1.67e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=1.67e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=1.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=1.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=1.53e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=1.53e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=1.46e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=1.46e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=1.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=1.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=1.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=1.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=1.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=1.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=1.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=1.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.17e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.17e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.12e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.12e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.02e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.02e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=9.79e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=9.79e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=9.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=9.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=8.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=8.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=8.57e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=8.57e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=8.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=8.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=7.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=7.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=7.17e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=7.17e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=6.86e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=6.86e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=6.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=6.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=6.28e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=6.28e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=5.74e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=5.74e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=5.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=5.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=5.25e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=5.25e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=5.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=5.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=4.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=4.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=4.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=4.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=4.4e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=4.4e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=4.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=4.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=4.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=4.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=3.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=3.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=3.68e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=3.68e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=3.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=3.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=3.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=3.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=3.22e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=3.22e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=2.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=2.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=2.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=2.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=2.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=2.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=2.47e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=2.47e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=2.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=2.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=2.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=2.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=2.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=2.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=2.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=2.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=1.98e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=1.98e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=1.89e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=1.89e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=1.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=1.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=1.73e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=1.73e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=1.66e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=1.66e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=1.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=1.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=1.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=1.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=1.45e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=1.45e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=1.39e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=1.39e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=1.33e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=1.33e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=1.27e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=1.27e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.06e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.06e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=9.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=9.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=9.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=9.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=8.89e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=8.89e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=8.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=8.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=8.14e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=8.14e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=7.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=7.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=7.44e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=7.44e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=7.12e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=7.12e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=6.81e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=6.81e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=6.52e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=6.52e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=6.23e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=6.23e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=5.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=5.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=5.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=5.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=5.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=5.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=5.22e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=5.22e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=4.77e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=4.77e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=4.57e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=4.57e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=4.37e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=4.37e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=4.18e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=4.18e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=4e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=4e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=3.82e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=3.82e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=3.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=3.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=3.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=3.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=3.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=3.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=3.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=3.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=3.06e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=3.06e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=2.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=2.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=2.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=2.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=2.68e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=2.68e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=2.56e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=2.56e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=2.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=2.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=2.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=2.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=279, step_size=0.893, tol=2.24e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=279, step_size=0.893, tol=2.24e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=280, step_size=0.893, tol=2.15e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=280, step_size=0.893, tol=2.15e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=281, step_size=0.893, tol=2.05e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=281, step_size=0.893, tol=2.05e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=282, step_size=0.893, tol=1.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=282, step_size=0.893, tol=1.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=283, step_size=0.893, tol=1.88e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=283, step_size=0.893, tol=1.88e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=284, step_size=0.893, tol=1.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=284, step_size=0.893, tol=1.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=285, step_size=0.893, tol=1.72e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2858.20it/s, iter=285, step_size=0.893, tol=1.72e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2850.97it/s, iter=285, step_size=0.893, tol=1.72e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2848.27it/s, iter=286, step_size=0.893, tol=1.64e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2840.94it/s, iter=286, step_size=0.893, tol=1.64e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2838.21it/s, iter=287, step_size=0.893, tol=1.57e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2830.99it/s, iter=287, step_size=0.893, tol=1.57e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2828.33it/s, iter=288, step_size=0.893, tol=1.5e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2821.16it/s, iter=288, step_size=0.893, tol=1.5e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2818.50it/s, iter=289, step_size=0.893, tol=1.44e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2811.40it/s, iter=289, step_size=0.893, tol=1.44e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2808.77it/s, iter=290, step_size=0.893, tol=1.38e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2801.70it/s, iter=290, step_size=0.893, tol=1.38e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2799.09it/s, iter=291, step_size=0.893, tol=1.32e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2792.04it/s, iter=291, step_size=0.893, tol=1.32e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2789.42it/s, iter=292, step_size=0.893, tol=1.26e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2782.42it/s, iter=292, step_size=0.893, tol=1.26e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2779.85it/s, iter=293, step_size=0.893, tol=1.21e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2772.93it/s, iter=293, step_size=0.893, tol=1.21e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2770.35it/s, iter=294, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2762.45it/s, iter=294, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2759.88it/s, iter=295, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2753.06it/s, iter=295, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2750.52it/s, iter=296, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2743.73it/s, iter=296, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2741.20it/s, iter=297, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2734.43it/s, iter=297, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2731.94it/s, iter=298, step_size=0.893, tol=9.65e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2725.22it/s, iter=298, step_size=0.893, tol=9.65e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2722.74it/s, iter=299, step_size=0.893, tol=9.23e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2716.11it/s, iter=299, step_size=0.893, tol=9.23e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2713.65it/s, iter=300, step_size=0.893, tol=8.83e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2707.06it/s, iter=300, step_size=0.893, tol=8.83e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2704.63it/s, iter=301, step_size=0.893, tol=8.45e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2698.08it/s, iter=301, step_size=0.893, tol=8.45e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2695.66it/s, iter=302, step_size=0.893, tol=8.08e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2688.23it/s, iter=302, step_size=0.893, tol=8.08e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2685.78it/s, iter=303, step_size=0.893, tol=7.73e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2679.30it/s, iter=303, step_size=0.893, tol=7.73e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2676.93it/s, iter=304, step_size=0.893, tol=7.39e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2670.54it/s, iter=304, step_size=0.893, tol=7.39e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2668.16it/s, iter=305, step_size=0.893, tol=7.07e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2661.66it/s, iter=305, step_size=0.893, tol=7.07e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2659.29it/s, iter=306, step_size=0.893, tol=6.77e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2652.95it/s, iter=306, step_size=0.893, tol=6.77e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2650.57it/s, iter=307, step_size=0.893, tol=6.47e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2644.28it/s, iter=307, step_size=0.893, tol=6.47e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2641.94it/s, iter=308, step_size=0.893, tol=6.19e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2635.60it/s, iter=308, step_size=0.893, tol=6.19e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2633.28it/s, iter=309, step_size=0.893, tol=5.92e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2627.05it/s, iter=309, step_size=0.893, tol=5.92e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2624.72it/s, iter=310, step_size=0.893, tol=5.66e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2618.56it/s, iter=310, step_size=0.893, tol=5.66e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2616.28it/s, iter=311, step_size=0.893, tol=5.42e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2609.41it/s, iter=311, step_size=0.893, tol=5.42e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2607.16it/s, iter=312, step_size=0.893, tol=5.18e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2601.16it/s, iter=312, step_size=0.893, tol=5.18e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2598.95it/s, iter=313, step_size=0.893, tol=4.96e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2593.04it/s, iter=313, step_size=0.893, tol=4.96e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2590.80it/s, iter=314, step_size=0.893, tol=4.74e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2584.89it/s, iter=314, step_size=0.893, tol=4.74e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2582.69it/s, iter=315, step_size=0.893, tol=4.54e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2575.09it/s, iter=315, step_size=0.893, tol=4.54e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2572.89it/s, iter=316, step_size=0.893, tol=4.34e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2565.59it/s, iter=316, step_size=0.893, tol=4.34e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2562.91it/s, iter=317, step_size=0.893, tol=4.15e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2557.12it/s, iter=317, step_size=0.893, tol=4.15e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2554.97it/s, iter=318, step_size=0.893, tol=3.97e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2549.19it/s, iter=318, step_size=0.893, tol=3.97e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2547.05it/s, iter=319, step_size=0.893, tol=3.8e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2541.38it/s, iter=319, step_size=0.893, tol=3.8e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2539.25it/s, iter=320, step_size=0.893, tol=3.63e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2533.59it/s, iter=320, step_size=0.893, tol=3.63e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2531.48it/s, iter=321, step_size=0.893, tol=3.48e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2525.85it/s, iter=321, step_size=0.893, tol=3.48e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2523.79it/s, iter=322, step_size=0.893, tol=3.32e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2518.21it/s, iter=322, step_size=0.893, tol=3.32e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2516.12it/s, iter=323, step_size=0.893, tol=3.18e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2510.57it/s, iter=323, step_size=0.893, tol=3.18e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2508.50it/s, iter=324, step_size=0.893, tol=3.04e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2502.99it/s, iter=324, step_size=0.893, tol=3.04e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2500.93it/s, iter=325, step_size=0.893, tol=2.91e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2495.44it/s, iter=325, step_size=0.893, tol=2.91e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2493.40it/s, iter=326, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2487.92it/s, iter=326, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2485.88it/s, iter=327, step_size=0.893, tol=2.66e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2480.09it/s, iter=327, step_size=0.893, tol=2.66e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2477.58it/s, iter=328, step_size=0.893, tol=2.55e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2472.17it/s, iter=328, step_size=0.893, tol=2.55e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2470.16it/s, iter=329, step_size=0.893, tol=2.44e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2464.81it/s, iter=329, step_size=0.893, tol=2.44e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2462.82it/s, iter=330, step_size=0.893, tol=2.33e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2457.48it/s, iter=330, step_size=0.893, tol=2.33e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2455.49it/s, iter=331, step_size=0.893, tol=2.23e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2450.17it/s, iter=331, step_size=0.893, tol=2.23e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2448.21it/s, iter=332, step_size=0.893, tol=2.13e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2442.95it/s, iter=332, step_size=0.893, tol=2.13e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2440.99it/s, iter=333, step_size=0.893, tol=2.04e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2435.75it/s, iter=333, step_size=0.893, tol=2.04e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2433.80it/s, iter=334, step_size=0.893, tol=1.95e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2428.59it/s, iter=334, step_size=0.893, tol=1.95e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2426.65it/s, iter=335, step_size=0.893, tol=1.87e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2420.77it/s, iter=335, step_size=0.893, tol=1.87e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2418.83it/s, iter=336, step_size=0.893, tol=1.79e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2413.71it/s, iter=336, step_size=0.893, tol=1.79e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2411.80it/s, iter=337, step_size=0.893, tol=1.71e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2406.72it/s, iter=337, step_size=0.893, tol=1.71e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2404.82it/s, iter=338, step_size=0.893, tol=1.63e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2399.72it/s, iter=338, step_size=0.893, tol=1.63e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2397.83it/s, iter=339, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2392.68it/s, iter=339, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2390.79it/s, iter=340, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2385.72it/s, iter=340, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2383.86it/s, iter=341, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2378.85it/s, iter=341, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2376.99it/s, iter=342, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2371.98it/s, iter=342, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2370.13it/s, iter=343, step_size=0.893, tol=1.31e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2365.16it/s, iter=343, step_size=0.893, tol=1.31e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2363.33it/s, iter=344, step_size=0.893, tol=1.25e-08]
PGD: 6%|5 | 286/5000 [00:00<00:01, 2358.40it/s, iter=344, step_size=0.893, tol=1.25e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2356.55it/s, iter=345, step_size=0.893, tol=1.2e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2351.64it/s, iter=345, step_size=0.893, tol=1.2e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2349.83it/s, iter=346, step_size=0.893, tol=1.15e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2344.91it/s, iter=346, step_size=0.893, tol=1.15e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2343.08it/s, iter=347, step_size=0.893, tol=1.1e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2338.22it/s, iter=347, step_size=0.893, tol=1.1e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2336.42it/s, iter=348, step_size=0.893, tol=1.05e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2331.60it/s, iter=348, step_size=0.893, tol=1.05e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2329.81it/s, iter=349, step_size=0.893, tol=1e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2325.02it/s, iter=349, step_size=0.893, tol=1e-08]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2323.25it/s, iter=350, step_size=0.893, tol=9.59e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2318.46it/s, iter=350, step_size=0.893, tol=9.59e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2316.59it/s, iter=351, step_size=0.893, tol=9.17e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2311.84it/s, iter=351, step_size=0.893, tol=9.17e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2310.10it/s, iter=352, step_size=0.893, tol=8.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2305.42it/s, iter=352, step_size=0.893, tol=8.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2303.68it/s, iter=353, step_size=0.893, tol=8.39e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2298.93it/s, iter=353, step_size=0.893, tol=8.39e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2296.49it/s, iter=354, step_size=0.893, tol=8.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2289.60it/s, iter=354, step_size=0.893, tol=8.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2287.84it/s, iter=355, step_size=0.893, tol=7.68e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2283.24it/s, iter=355, step_size=0.893, tol=7.68e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2281.53it/s, iter=356, step_size=0.893, tol=7.35e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2276.94it/s, iter=356, step_size=0.893, tol=7.35e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2275.24it/s, iter=357, step_size=0.893, tol=7.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2270.71it/s, iter=357, step_size=0.893, tol=7.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2269.01it/s, iter=358, step_size=0.893, tol=6.72e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2264.48it/s, iter=358, step_size=0.893, tol=6.72e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2262.80it/s, iter=359, step_size=0.893, tol=6.43e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2258.31it/s, iter=359, step_size=0.893, tol=6.43e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2256.62it/s, iter=360, step_size=0.893, tol=6.15e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2252.17it/s, iter=360, step_size=0.893, tol=6.15e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2250.52it/s, iter=361, step_size=0.893, tol=5.88e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2246.08it/s, iter=361, step_size=0.893, tol=5.88e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2244.33it/s, iter=362, step_size=0.893, tol=5.63e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2238.52it/s, iter=362, step_size=0.893, tol=5.63e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2236.88it/s, iter=363, step_size=0.893, tol=5.38e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2232.51it/s, iter=363, step_size=0.893, tol=5.38e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2230.90it/s, iter=364, step_size=0.893, tol=5.15e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2226.53it/s, iter=364, step_size=0.893, tol=5.15e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2224.92it/s, iter=365, step_size=0.893, tol=4.93e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2220.58it/s, iter=365, step_size=0.893, tol=4.93e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2218.25it/s, iter=366, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2213.89it/s, iter=366, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2212.28it/s, iter=367, step_size=0.893, tol=4.51e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2207.67it/s, iter=367, step_size=0.893, tol=4.51e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2205.77it/s, iter=368, step_size=0.893, tol=4.31e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2201.51it/s, iter=368, step_size=0.893, tol=4.31e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2199.92it/s, iter=369, step_size=0.893, tol=4.12e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2195.67it/s, iter=369, step_size=0.893, tol=4.12e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2194.11it/s, iter=370, step_size=0.893, tol=3.94e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2189.89it/s, iter=370, step_size=0.893, tol=3.94e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2188.31it/s, iter=371, step_size=0.893, tol=3.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2184.08it/s, iter=371, step_size=0.893, tol=3.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2182.52it/s, iter=372, step_size=0.893, tol=3.61e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2178.33it/s, iter=372, step_size=0.893, tol=3.61e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2176.78it/s, iter=373, step_size=0.893, tol=3.45e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2172.51it/s, iter=373, step_size=0.893, tol=3.45e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2170.97it/s, iter=374, step_size=0.893, tol=3.3e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2166.81it/s, iter=374, step_size=0.893, tol=3.3e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2165.26it/s, iter=375, step_size=0.893, tol=3.16e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2161.14it/s, iter=375, step_size=0.893, tol=3.16e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2159.63it/s, iter=376, step_size=0.893, tol=3.02e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2155.52it/s, iter=376, step_size=0.893, tol=3.02e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2154.01it/s, iter=377, step_size=0.893, tol=2.89e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2149.95it/s, iter=377, step_size=0.893, tol=2.89e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2148.44it/s, iter=378, step_size=0.893, tol=2.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2144.37it/s, iter=378, step_size=0.893, tol=2.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2142.87it/s, iter=379, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2138.82it/s, iter=379, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2137.30it/s, iter=380, step_size=0.893, tol=2.53e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2133.30it/s, iter=380, step_size=0.893, tol=2.53e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2131.81it/s, iter=381, step_size=0.893, tol=2.42e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2127.80it/s, iter=381, step_size=0.893, tol=2.42e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2126.31it/s, iter=382, step_size=0.893, tol=2.32e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2122.32it/s, iter=382, step_size=0.893, tol=2.32e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2120.85it/s, iter=383, step_size=0.893, tol=2.21e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2116.91it/s, iter=383, step_size=0.893, tol=2.21e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2115.47it/s, iter=384, step_size=0.893, tol=2.12e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2111.49it/s, iter=384, step_size=0.893, tol=2.12e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2110.03it/s, iter=385, step_size=0.893, tol=2.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2106.13it/s, iter=385, step_size=0.893, tol=2.03e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2104.68it/s, iter=386, step_size=0.893, tol=1.94e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2100.77it/s, iter=386, step_size=0.893, tol=1.94e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2099.31it/s, iter=387, step_size=0.893, tol=1.85e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2095.43it/s, iter=387, step_size=0.893, tol=1.85e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2094.00it/s, iter=388, step_size=0.893, tol=1.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2090.15it/s, iter=388, step_size=0.893, tol=1.77e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2088.72it/s, iter=389, step_size=0.893, tol=1.7e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2084.89it/s, iter=389, step_size=0.893, tol=1.7e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2083.48it/s, iter=390, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2079.67it/s, iter=390, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2078.24it/s, iter=391, step_size=0.893, tol=1.55e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2074.43it/s, iter=391, step_size=0.893, tol=1.55e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2073.03it/s, iter=392, step_size=0.893, tol=1.48e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2069.24it/s, iter=392, step_size=0.893, tol=1.48e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2067.84it/s, iter=393, step_size=0.893, tol=1.42e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2064.06it/s, iter=393, step_size=0.893, tol=1.42e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2062.65it/s, iter=394, step_size=0.893, tol=1.36e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2058.87it/s, iter=394, step_size=0.893, tol=1.36e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2057.46it/s, iter=395, step_size=0.893, tol=1.3e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2053.68it/s, iter=395, step_size=0.893, tol=1.3e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2052.30it/s, iter=396, step_size=0.893, tol=1.24e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2048.48it/s, iter=396, step_size=0.893, tol=1.24e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2047.10it/s, iter=397, step_size=0.893, tol=1.19e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2043.36it/s, iter=397, step_size=0.893, tol=1.19e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2041.98it/s, iter=398, step_size=0.893, tol=1.14e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2038.27it/s, iter=398, step_size=0.893, tol=1.14e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2036.90it/s, iter=399, step_size=0.893, tol=1.09e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2033.22it/s, iter=399, step_size=0.893, tol=1.09e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2031.86it/s, iter=400, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2028.21it/s, iter=400, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2026.87it/s, iter=401, step_size=0.893, tol=9.96e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2022.75it/s, iter=401, step_size=0.893, tol=9.96e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2021.41it/s, iter=402, step_size=0.893, tol=9.52e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2017.80it/s, iter=402, step_size=0.893, tol=9.52e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2016.47it/s, iter=403, step_size=0.893, tol=9.11e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2012.87it/s, iter=403, step_size=0.893, tol=9.11e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2011.56it/s, iter=404, step_size=0.893, tol=8.72e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2007.90it/s, iter=404, step_size=0.893, tol=8.72e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2006.58it/s, iter=405, step_size=0.893, tol=8.34e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2003.02it/s, iter=405, step_size=0.893, tol=8.34e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 2001.12it/s, iter=406, step_size=0.893, tol=7.97e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1997.56it/s, iter=406, step_size=0.893, tol=7.97e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1996.24it/s, iter=407, step_size=0.893, tol=7.63e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1992.64it/s, iter=407, step_size=0.893, tol=7.63e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1991.34it/s, iter=408, step_size=0.893, tol=7.3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1987.83it/s, iter=408, step_size=0.893, tol=7.3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1986.54it/s, iter=409, step_size=0.893, tol=6.98e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1982.27it/s, iter=409, step_size=0.893, tol=6.98e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1980.47it/s, iter=410, step_size=0.893, tol=6.68e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1976.88it/s, iter=410, step_size=0.893, tol=6.68e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1975.54it/s, iter=411, step_size=0.893, tol=6.39e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1971.96it/s, iter=411, step_size=0.893, tol=6.39e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1970.63it/s, iter=412, step_size=0.893, tol=6.11e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1967.09it/s, iter=412, step_size=0.893, tol=6.11e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1965.77it/s, iter=413, step_size=0.893, tol=5.84e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1962.23it/s, iter=413, step_size=0.893, tol=5.84e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1960.93it/s, iter=414, step_size=0.893, tol=5.59e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1957.41it/s, iter=414, step_size=0.893, tol=5.59e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1956.10it/s, iter=415, step_size=0.893, tol=5.35e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1952.58it/s, iter=415, step_size=0.893, tol=5.35e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1951.28it/s, iter=416, step_size=0.893, tol=5.12e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1947.80it/s, iter=416, step_size=0.893, tol=5.12e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1946.51it/s, iter=417, step_size=0.893, tol=4.89e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1943.04it/s, iter=417, step_size=0.893, tol=4.89e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1941.77it/s, iter=418, step_size=0.893, tol=4.68e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1938.24it/s, iter=418, step_size=0.893, tol=4.68e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1936.95it/s, iter=419, step_size=0.893, tol=4.48e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1933.52it/s, iter=419, step_size=0.893, tol=4.48e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1932.25it/s, iter=420, step_size=0.893, tol=4.28e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1928.83it/s, iter=420, step_size=0.893, tol=4.28e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1927.58it/s, iter=421, step_size=0.893, tol=4.1e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1924.18it/s, iter=421, step_size=0.893, tol=4.1e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1922.94it/s, iter=422, step_size=0.893, tol=3.92e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1919.55it/s, iter=422, step_size=0.893, tol=3.92e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1918.31it/s, iter=423, step_size=0.893, tol=3.75e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1914.86it/s, iter=423, step_size=0.893, tol=3.75e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1913.66it/s, iter=424, step_size=0.893, tol=3.59e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1910.45it/s, iter=424, step_size=0.893, tol=3.59e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1909.28it/s, iter=425, step_size=0.893, tol=3.43e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1906.07it/s, iter=425, step_size=0.893, tol=3.43e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1904.90it/s, iter=426, step_size=0.893, tol=3.28e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1901.71it/s, iter=426, step_size=0.893, tol=3.28e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1900.52it/s, iter=427, step_size=0.893, tol=3.14e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1897.32it/s, iter=427, step_size=0.893, tol=3.14e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1896.14it/s, iter=428, step_size=0.893, tol=3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1892.98it/s, iter=428, step_size=0.893, tol=3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1891.81it/s, iter=429, step_size=0.893, tol=2.87e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1888.61it/s, iter=429, step_size=0.893, tol=2.87e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1887.43it/s, iter=430, step_size=0.893, tol=2.75e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1884.27it/s, iter=430, step_size=0.893, tol=2.75e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1883.11it/s, iter=431, step_size=0.893, tol=2.63e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1879.97it/s, iter=431, step_size=0.893, tol=2.63e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1878.82it/s, iter=432, step_size=0.893, tol=2.51e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1875.70it/s, iter=432, step_size=0.893, tol=2.51e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1874.55it/s, iter=433, step_size=0.893, tol=2.4e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1871.01it/s, iter=433, step_size=0.893, tol=2.4e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1869.87it/s, iter=434, step_size=0.893, tol=2.3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1866.77it/s, iter=434, step_size=0.893, tol=2.3e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1865.64it/s, iter=435, step_size=0.893, tol=2.2e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1862.55it/s, iter=435, step_size=0.893, tol=2.2e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1861.19it/s, iter=436, step_size=0.893, tol=2.1e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1857.90it/s, iter=436, step_size=0.893, tol=2.1e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1856.78it/s, iter=437, step_size=0.893, tol=2.01e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1852.84it/s, iter=437, step_size=0.893, tol=2.01e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1850.86it/s, iter=438, step_size=0.893, tol=1.93e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1847.84it/s, iter=438, step_size=0.893, tol=1.93e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1846.72it/s, iter=439, step_size=0.893, tol=1.84e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1843.69it/s, iter=439, step_size=0.893, tol=1.84e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1842.57it/s, iter=440, step_size=0.893, tol=1.76e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1839.10it/s, iter=440, step_size=0.893, tol=1.76e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1837.99it/s, iter=441, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1835.01it/s, iter=441, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1833.91it/s, iter=442, step_size=0.893, tol=1.61e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1830.94it/s, iter=442, step_size=0.893, tol=1.61e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1829.84it/s, iter=443, step_size=0.893, tol=1.54e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1826.86it/s, iter=443, step_size=0.893, tol=1.54e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1825.76it/s, iter=444, step_size=0.893, tol=1.48e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1822.81it/s, iter=444, step_size=0.893, tol=1.48e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1821.72it/s, iter=445, step_size=0.893, tol=1.41e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1818.79it/s, iter=445, step_size=0.893, tol=1.41e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1817.71it/s, iter=446, step_size=0.893, tol=1.35e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1814.77it/s, iter=446, step_size=0.893, tol=1.35e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1813.68it/s, iter=447, step_size=0.893, tol=1.29e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1810.77it/s, iter=447, step_size=0.893, tol=1.29e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1809.69it/s, iter=448, step_size=0.893, tol=1.24e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1806.79it/s, iter=448, step_size=0.893, tol=1.24e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1805.72it/s, iter=449, step_size=0.893, tol=1.18e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1802.82it/s, iter=449, step_size=0.893, tol=1.18e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1801.74it/s, iter=450, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1798.84it/s, iter=450, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1797.78it/s, iter=451, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1794.91it/s, iter=451, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1793.60it/s, iter=452, step_size=0.893, tol=1.03e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1790.58it/s, iter=452, step_size=0.893, tol=1.03e-10]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1789.53it/s, iter=453, step_size=0.893, tol=9.89e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1786.71it/s, iter=453, step_size=0.893, tol=9.89e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1785.65it/s, iter=454, step_size=0.893, tol=9.46e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1782.81it/s, iter=454, step_size=0.893, tol=9.46e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1781.76it/s, iter=455, step_size=0.893, tol=9.05e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1778.95it/s, iter=455, step_size=0.893, tol=9.05e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1777.61it/s, iter=456, step_size=0.893, tol=8.66e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1774.28it/s, iter=456, step_size=0.893, tol=8.66e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1773.25it/s, iter=457, step_size=0.893, tol=8.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1770.08it/s, iter=457, step_size=0.893, tol=8.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1769.06it/s, iter=458, step_size=0.893, tol=7.92e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1766.27it/s, iter=458, step_size=0.893, tol=7.92e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1765.24it/s, iter=459, step_size=0.893, tol=7.58e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1762.48it/s, iter=459, step_size=0.893, tol=7.58e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1761.47it/s, iter=460, step_size=0.893, tol=7.25e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1758.74it/s, iter=460, step_size=0.893, tol=7.25e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1757.74it/s, iter=461, step_size=0.893, tol=6.93e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1754.94it/s, iter=461, step_size=0.893, tol=6.93e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1753.93it/s, iter=462, step_size=0.893, tol=6.63e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1751.21it/s, iter=462, step_size=0.893, tol=6.63e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1750.16it/s, iter=463, step_size=0.893, tol=6.35e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1747.43it/s, iter=463, step_size=0.893, tol=6.35e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1746.43it/s, iter=464, step_size=0.893, tol=6.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1743.77it/s, iter=464, step_size=0.893, tol=6.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1742.77it/s, iter=465, step_size=0.893, tol=5.81e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1739.92it/s, iter=465, step_size=0.893, tol=5.81e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1738.75it/s, iter=466, step_size=0.893, tol=5.55e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1736.07it/s, iter=466, step_size=0.893, tol=5.55e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1735.07it/s, iter=467, step_size=0.893, tol=5.31e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1732.42it/s, iter=467, step_size=0.893, tol=5.31e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1731.19it/s, iter=468, step_size=0.893, tol=5.08e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1728.19it/s, iter=468, step_size=0.893, tol=5.08e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1727.08it/s, iter=469, step_size=0.893, tol=4.86e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1724.08it/s, iter=469, step_size=0.893, tol=4.86e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1722.82it/s, iter=470, step_size=0.893, tol=4.65e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1720.02it/s, iter=470, step_size=0.893, tol=4.65e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1718.98it/s, iter=471, step_size=0.893, tol=4.45e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1716.21it/s, iter=471, step_size=0.893, tol=4.45e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1715.18it/s, iter=472, step_size=0.893, tol=4.25e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1712.40it/s, iter=472, step_size=0.893, tol=4.25e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1711.22it/s, iter=473, step_size=0.893, tol=4.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1708.08it/s, iter=473, step_size=0.893, tol=4.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1706.45it/s, iter=474, step_size=0.893, tol=3.89e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1703.51it/s, iter=474, step_size=0.893, tol=3.89e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1702.43it/s, iter=475, step_size=0.893, tol=3.72e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1699.42it/s, iter=475, step_size=0.893, tol=3.72e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1698.34it/s, iter=476, step_size=0.893, tol=3.56e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1695.45it/s, iter=476, step_size=0.893, tol=3.56e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1694.39it/s, iter=477, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1691.50it/s, iter=477, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1690.44it/s, iter=478, step_size=0.893, tol=3.26e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1687.56it/s, iter=478, step_size=0.893, tol=3.26e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1686.55it/s, iter=479, step_size=0.893, tol=3.12e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1683.81it/s, iter=479, step_size=0.893, tol=3.12e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1682.79it/s, iter=480, step_size=0.893, tol=2.98e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1680.07it/s, iter=480, step_size=0.893, tol=2.98e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1679.06it/s, iter=481, step_size=0.893, tol=2.85e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1676.34it/s, iter=481, step_size=0.893, tol=2.85e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1675.35it/s, iter=482, step_size=0.893, tol=2.73e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1672.65it/s, iter=482, step_size=0.893, tol=2.73e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1671.65it/s, iter=483, step_size=0.893, tol=2.61e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1668.97it/s, iter=483, step_size=0.893, tol=2.61e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1667.56it/s, iter=484, step_size=0.893, tol=2.5e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1664.87it/s, iter=484, step_size=0.893, tol=2.5e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1663.88it/s, iter=485, step_size=0.893, tol=2.39e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1661.20it/s, iter=485, step_size=0.893, tol=2.39e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1660.24it/s, iter=486, step_size=0.893, tol=2.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1657.58it/s, iter=486, step_size=0.893, tol=2.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1656.60it/s, iter=487, step_size=0.893, tol=2.19e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1653.97it/s, iter=487, step_size=0.893, tol=2.19e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1652.99it/s, iter=488, step_size=0.893, tol=2.09e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1650.38it/s, iter=488, step_size=0.893, tol=2.09e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1649.38it/s, iter=489, step_size=0.893, tol=2e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1646.77it/s, iter=489, step_size=0.893, tol=2e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1645.80it/s, iter=490, step_size=0.893, tol=1.91e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1643.19it/s, iter=490, step_size=0.893, tol=1.91e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1642.09it/s, iter=491, step_size=0.893, tol=1.83e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1639.36it/s, iter=491, step_size=0.893, tol=1.83e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1638.16it/s, iter=492, step_size=0.893, tol=1.75e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1633.91it/s, iter=492, step_size=0.893, tol=1.75e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1632.89it/s, iter=493, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1630.53it/s, iter=493, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1628.86it/s, iter=494, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1626.49it/s, iter=494, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1625.61it/s, iter=495, step_size=0.893, tol=1.53e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1622.92it/s, iter=495, step_size=0.893, tol=1.53e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1622.05it/s, iter=496, step_size=0.893, tol=1.47e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1619.23it/s, iter=496, step_size=0.893, tol=1.47e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1618.36it/s, iter=497, step_size=0.893, tol=1.4e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1616.03it/s, iter=497, step_size=0.893, tol=1.4e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1615.17it/s, iter=498, step_size=0.893, tol=1.34e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1612.86it/s, iter=498, step_size=0.893, tol=1.34e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1612.00it/s, iter=499, step_size=0.893, tol=1.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1609.00it/s, iter=499, step_size=0.893, tol=1.28e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1608.15it/s, iter=500, step_size=0.893, tol=1.23e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1605.87it/s, iter=500, step_size=0.893, tol=1.23e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1605.04it/s, iter=501, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1602.77it/s, iter=501, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1601.92it/s, iter=502, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1599.66it/s, iter=502, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1598.82it/s, iter=503, step_size=0.893, tol=1.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1596.55it/s, iter=503, step_size=0.893, tol=1.07e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1595.72it/s, iter=504, step_size=0.893, tol=1.03e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1592.47it/s, iter=504, step_size=0.893, tol=1.03e-11]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1590.69it/s, iter=505, step_size=0.893, tol=9.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1586.41it/s, iter=505, step_size=0.893, tol=9.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1585.58it/s, iter=506, step_size=0.893, tol=9.4e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1583.35it/s, iter=506, step_size=0.893, tol=9.4e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1582.52it/s, iter=507, step_size=0.893, tol=8.99e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1580.00it/s, iter=507, step_size=0.893, tol=8.99e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1579.06it/s, iter=508, step_size=0.893, tol=8.6e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1575.38it/s, iter=508, step_size=0.893, tol=8.6e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1574.12it/s, iter=509, step_size=0.893, tol=8.23e-12]
PGD: 6%|5 | 286/5000 [00:00<00:02, 1571.61it/s, iter=509, step_size=0.893, tol=8.23e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1570.79it/s, iter=510, step_size=0.893, tol=7.87e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1568.60it/s, iter=510, step_size=0.893, tol=7.87e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1567.77it/s, iter=511, step_size=0.893, tol=7.53e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1565.59it/s, iter=511, step_size=0.893, tol=7.53e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1564.78it/s, iter=512, step_size=0.893, tol=7.2e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1562.62it/s, iter=512, step_size=0.893, tol=7.2e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1561.82it/s, iter=513, step_size=0.893, tol=6.89e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1559.66it/s, iter=513, step_size=0.893, tol=6.89e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1557.83it/s, iter=514, step_size=0.893, tol=6.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1555.52it/s, iter=514, step_size=0.893, tol=6.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1554.72it/s, iter=515, step_size=0.893, tol=6.3e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1552.29it/s, iter=515, step_size=0.893, tol=6.3e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1551.49it/s, iter=516, step_size=0.893, tol=6.03e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1549.38it/s, iter=516, step_size=0.893, tol=6.03e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1548.58it/s, iter=517, step_size=0.893, tol=5.77e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1546.49it/s, iter=517, step_size=0.893, tol=5.77e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1545.71it/s, iter=518, step_size=0.893, tol=5.52e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1543.60it/s, iter=518, step_size=0.893, tol=5.52e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1542.82it/s, iter=519, step_size=0.893, tol=5.28e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1540.72it/s, iter=519, step_size=0.893, tol=5.28e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1539.94it/s, iter=520, step_size=0.893, tol=5.05e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1537.85it/s, iter=520, step_size=0.893, tol=5.05e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1537.08it/s, iter=521, step_size=0.893, tol=4.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1535.01it/s, iter=521, step_size=0.893, tol=4.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1534.23it/s, iter=522, step_size=0.893, tol=4.62e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1532.15it/s, iter=522, step_size=0.893, tol=4.62e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1531.38it/s, iter=523, step_size=0.893, tol=4.42e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1529.31it/s, iter=523, step_size=0.893, tol=4.42e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1528.54it/s, iter=524, step_size=0.893, tol=4.23e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1526.49it/s, iter=524, step_size=0.893, tol=4.23e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1524.96it/s, iter=525, step_size=0.893, tol=4.04e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1521.68it/s, iter=525, step_size=0.893, tol=4.04e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1520.79it/s, iter=526, step_size=0.893, tol=3.87e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1517.71it/s, iter=526, step_size=0.893, tol=3.87e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1516.90it/s, iter=527, step_size=0.893, tol=3.7e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1514.74it/s, iter=527, step_size=0.893, tol=3.7e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1513.94it/s, iter=528, step_size=0.893, tol=3.54e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1511.77it/s, iter=528, step_size=0.893, tol=3.54e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1510.97it/s, iter=529, step_size=0.893, tol=3.39e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1508.83it/s, iter=529, step_size=0.893, tol=3.39e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1507.88it/s, iter=530, step_size=0.893, tol=3.24e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1505.59it/s, iter=530, step_size=0.893, tol=3.24e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1504.75it/s, iter=531, step_size=0.893, tol=3.1e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1502.37it/s, iter=531, step_size=0.893, tol=3.1e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1501.58it/s, iter=532, step_size=0.893, tol=2.96e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1499.46it/s, iter=532, step_size=0.893, tol=2.96e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1498.67it/s, iter=533, step_size=0.893, tol=2.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1496.55it/s, iter=533, step_size=0.893, tol=2.83e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1495.77it/s, iter=534, step_size=0.893, tol=2.71e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1491.78it/s, iter=534, step_size=0.893, tol=2.71e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1490.69it/s, iter=535, step_size=0.893, tol=2.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1488.63it/s, iter=535, step_size=0.893, tol=2.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1487.90it/s, iter=536, step_size=0.893, tol=2.48e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1485.94it/s, iter=536, step_size=0.893, tol=2.48e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1485.21it/s, iter=537, step_size=0.893, tol=2.37e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1483.27it/s, iter=537, step_size=0.893, tol=2.37e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1482.55it/s, iter=538, step_size=0.893, tol=2.27e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1480.60it/s, iter=538, step_size=0.893, tol=2.27e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1479.88it/s, iter=539, step_size=0.893, tol=2.17e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1477.95it/s, iter=539, step_size=0.893, tol=2.17e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1477.24it/s, iter=540, step_size=0.893, tol=2.08e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1475.32it/s, iter=540, step_size=0.893, tol=2.08e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1474.61it/s, iter=541, step_size=0.893, tol=1.99e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1472.28it/s, iter=541, step_size=0.893, tol=1.99e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1471.32it/s, iter=542, step_size=0.893, tol=1.9e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1469.34it/s, iter=542, step_size=0.893, tol=1.9e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1468.61it/s, iter=543, step_size=0.893, tol=1.82e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1466.65it/s, iter=543, step_size=0.893, tol=1.82e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1465.92it/s, iter=544, step_size=0.893, tol=1.74e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1463.95it/s, iter=544, step_size=0.893, tol=1.74e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1462.77it/s, iter=545, step_size=0.893, tol=1.66e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1460.61it/s, iter=545, step_size=0.893, tol=1.66e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1459.88it/s, iter=546, step_size=0.893, tol=1.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1457.92it/s, iter=546, step_size=0.893, tol=1.59e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1457.19it/s, iter=547, step_size=0.893, tol=1.52e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1455.26it/s, iter=547, step_size=0.893, tol=1.52e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1454.53it/s, iter=548, step_size=0.893, tol=1.46e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1452.60it/s, iter=548, step_size=0.893, tol=1.46e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1451.88it/s, iter=549, step_size=0.893, tol=1.39e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1449.96it/s, iter=549, step_size=0.893, tol=1.39e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1449.24it/s, iter=550, step_size=0.893, tol=1.33e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1447.32it/s, iter=550, step_size=0.893, tol=1.33e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1446.61it/s, iter=551, step_size=0.893, tol=1.27e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1444.70it/s, iter=551, step_size=0.893, tol=1.27e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1443.99it/s, iter=552, step_size=0.893, tol=1.22e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1442.07it/s, iter=552, step_size=0.893, tol=1.22e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1441.36it/s, iter=553, step_size=0.893, tol=1.17e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1439.34it/s, iter=553, step_size=0.893, tol=1.17e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1438.55it/s, iter=554, step_size=0.893, tol=1.12e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1436.67it/s, iter=554, step_size=0.893, tol=1.12e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1435.96it/s, iter=555, step_size=0.893, tol=1.07e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1433.14it/s, iter=555, step_size=0.893, tol=1.07e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1432.43it/s, iter=556, step_size=0.893, tol=1.02e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1430.53it/s, iter=556, step_size=0.893, tol=1.02e-12]
PGD: 6%|5 | 286/5000 [00:00<00:03, 1429.81it/s, iter=557, step_size=0.893, tol=9.76e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2788.64it/s, iter=557, step_size=0.893, tol=9.76e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2784.98it/s, iter=557, step_size=0.893, tol=9.76e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2783.59it/s, iter=558, step_size=0.893, tol=9.34e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2779.91it/s, iter=558, step_size=0.893, tol=9.34e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2778.56it/s, iter=559, step_size=0.893, tol=8.93e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2774.88it/s, iter=559, step_size=0.893, tol=8.93e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2773.51it/s, iter=560, step_size=0.893, tol=8.55e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2769.82it/s, iter=560, step_size=0.893, tol=8.55e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2768.48it/s, iter=561, step_size=0.893, tol=8.18e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2764.84it/s, iter=561, step_size=0.893, tol=8.18e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2763.49it/s, iter=562, step_size=0.893, tol=7.82e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2759.84it/s, iter=562, step_size=0.893, tol=7.82e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2758.50it/s, iter=563, step_size=0.893, tol=7.48e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2754.88it/s, iter=563, step_size=0.893, tol=7.48e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2753.55it/s, iter=564, step_size=0.893, tol=7.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2749.94it/s, iter=564, step_size=0.893, tol=7.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2748.60it/s, iter=565, step_size=0.893, tol=6.84e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2744.99it/s, iter=565, step_size=0.893, tol=6.84e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2743.65it/s, iter=566, step_size=0.893, tol=6.55e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2739.08it/s, iter=566, step_size=0.893, tol=6.55e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2737.75it/s, iter=567, step_size=0.893, tol=6.26e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2734.14it/s, iter=567, step_size=0.893, tol=6.26e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2732.81it/s, iter=568, step_size=0.893, tol=5.99e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2729.24it/s, iter=568, step_size=0.893, tol=5.99e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2727.99it/s, iter=569, step_size=0.893, tol=5.73e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2724.61it/s, iter=569, step_size=0.893, tol=5.73e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2723.35it/s, iter=570, step_size=0.893, tol=5.48e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2720.00it/s, iter=570, step_size=0.893, tol=5.48e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2718.76it/s, iter=571, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2715.41it/s, iter=571, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2714.17it/s, iter=572, step_size=0.893, tol=5.02e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2710.83it/s, iter=572, step_size=0.893, tol=5.02e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2709.60it/s, iter=573, step_size=0.893, tol=4.8e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2706.27it/s, iter=573, step_size=0.893, tol=4.8e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2705.03it/s, iter=574, step_size=0.893, tol=4.59e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2701.72it/s, iter=574, step_size=0.893, tol=4.59e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2700.49it/s, iter=575, step_size=0.893, tol=4.39e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2697.19it/s, iter=575, step_size=0.893, tol=4.39e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2695.95it/s, iter=576, step_size=0.893, tol=4.2e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2692.69it/s, iter=576, step_size=0.893, tol=4.2e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2691.48it/s, iter=577, step_size=0.893, tol=4.02e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2687.09it/s, iter=577, step_size=0.893, tol=4.02e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2685.86it/s, iter=578, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2682.60it/s, iter=578, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2681.39it/s, iter=579, step_size=0.893, tol=3.68e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2677.94it/s, iter=579, step_size=0.893, tol=3.68e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2676.61it/s, iter=580, step_size=0.893, tol=3.52e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2673.02it/s, iter=580, step_size=0.893, tol=3.52e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2671.70it/s, iter=581, step_size=0.893, tol=3.36e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2668.11it/s, iter=581, step_size=0.893, tol=3.36e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2666.78it/s, iter=582, step_size=0.893, tol=3.22e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2662.90it/s, iter=582, step_size=0.893, tol=3.22e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2661.39it/s, iter=583, step_size=0.893, tol=3.08e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2658.08it/s, iter=583, step_size=0.893, tol=3.08e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2656.85it/s, iter=584, step_size=0.893, tol=2.94e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2653.60it/s, iter=584, step_size=0.893, tol=2.94e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2652.40it/s, iter=585, step_size=0.893, tol=2.82e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2649.15it/s, iter=585, step_size=0.893, tol=2.82e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2647.95it/s, iter=586, step_size=0.893, tol=2.69e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2643.36it/s, iter=586, step_size=0.893, tol=2.69e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2642.16it/s, iter=587, step_size=0.893, tol=2.58e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2638.13it/s, iter=587, step_size=0.893, tol=2.58e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2636.72it/s, iter=588, step_size=0.893, tol=2.46e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2633.52it/s, iter=588, step_size=0.893, tol=2.46e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2632.34it/s, iter=589, step_size=0.893, tol=2.36e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2629.17it/s, iter=589, step_size=0.893, tol=2.36e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2627.99it/s, iter=590, step_size=0.893, tol=2.25e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2624.81it/s, iter=590, step_size=0.893, tol=2.25e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2623.64it/s, iter=591, step_size=0.893, tol=2.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2620.49it/s, iter=591, step_size=0.893, tol=2.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2619.31it/s, iter=592, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2616.17it/s, iter=592, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2615.01it/s, iter=593, step_size=0.893, tol=1.97e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2611.85it/s, iter=593, step_size=0.893, tol=1.97e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2610.68it/s, iter=594, step_size=0.893, tol=1.89e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2607.56it/s, iter=594, step_size=0.893, tol=1.89e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2606.41it/s, iter=595, step_size=0.893, tol=1.81e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2602.68it/s, iter=595, step_size=0.893, tol=1.81e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2601.25it/s, iter=596, step_size=0.893, tol=1.73e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2598.14it/s, iter=596, step_size=0.893, tol=1.73e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2596.98it/s, iter=597, step_size=0.893, tol=1.65e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2593.80it/s, iter=597, step_size=0.893, tol=1.65e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2592.63it/s, iter=598, step_size=0.893, tol=1.58e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2588.37it/s, iter=598, step_size=0.893, tol=1.58e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2587.22it/s, iter=599, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2584.13it/s, iter=599, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2583.00it/s, iter=600, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2579.94it/s, iter=600, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2578.80it/s, iter=601, step_size=0.893, tol=1.38e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2575.73it/s, iter=601, step_size=0.893, tol=1.38e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2574.60it/s, iter=602, step_size=0.893, tol=1.32e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2571.56it/s, iter=602, step_size=0.893, tol=1.32e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2570.41it/s, iter=603, step_size=0.893, tol=1.27e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2567.34it/s, iter=603, step_size=0.893, tol=1.27e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2566.21it/s, iter=604, step_size=0.893, tol=1.21e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2563.17it/s, iter=604, step_size=0.893, tol=1.21e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2562.03it/s, iter=605, step_size=0.893, tol=1.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2558.99it/s, iter=605, step_size=0.893, tol=1.16e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2557.87it/s, iter=606, step_size=0.893, tol=1.11e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2554.85it/s, iter=606, step_size=0.893, tol=1.11e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2553.73it/s, iter=607, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2550.73it/s, iter=607, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2549.61it/s, iter=608, step_size=0.893, tol=1.01e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2546.62it/s, iter=608, step_size=0.893, tol=1.01e-13]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2545.51it/s, iter=609, step_size=0.893, tol=9.7e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2541.41it/s, iter=609, step_size=0.893, tol=9.7e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2540.16it/s, iter=610, step_size=0.893, tol=9.28e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2535.76it/s, iter=610, step_size=0.893, tol=9.28e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2534.65it/s, iter=611, step_size=0.893, tol=8.88e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2531.44it/s, iter=611, step_size=0.893, tol=8.88e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2530.18it/s, iter=612, step_size=0.893, tol=8.49e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2527.22it/s, iter=612, step_size=0.893, tol=8.49e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2526.12it/s, iter=613, step_size=0.893, tol=8.12e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2523.17it/s, iter=613, step_size=0.893, tol=8.12e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2522.05it/s, iter=614, step_size=0.893, tol=7.77e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2519.09it/s, iter=614, step_size=0.893, tol=7.77e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2518.01it/s, iter=615, step_size=0.893, tol=7.43e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2514.74it/s, iter=615, step_size=0.893, tol=7.43e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2513.28it/s, iter=616, step_size=0.893, tol=7.11e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2509.87it/s, iter=616, step_size=0.893, tol=7.11e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2508.44it/s, iter=617, step_size=0.893, tol=6.8e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2504.99it/s, iter=617, step_size=0.893, tol=6.8e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2503.78it/s, iter=618, step_size=0.893, tol=6.51e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2500.58it/s, iter=618, step_size=0.893, tol=6.51e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2499.51it/s, iter=619, step_size=0.893, tol=6.22e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2495.53it/s, iter=619, step_size=0.893, tol=6.22e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2494.20it/s, iter=620, step_size=0.893, tol=5.95e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2491.32it/s, iter=620, step_size=0.893, tol=5.95e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2490.27it/s, iter=621, step_size=0.893, tol=5.69e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2487.40it/s, iter=621, step_size=0.893, tol=5.69e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2486.33it/s, iter=622, step_size=0.893, tol=5.45e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2483.22it/s, iter=622, step_size=0.893, tol=5.45e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2482.05it/s, iter=623, step_size=0.893, tol=5.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2478.88it/s, iter=623, step_size=0.893, tol=5.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2477.70it/s, iter=624, step_size=0.893, tol=4.98e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2474.54it/s, iter=624, step_size=0.893, tol=4.98e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2473.39it/s, iter=625, step_size=0.893, tol=4.77e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2470.25it/s, iter=625, step_size=0.893, tol=4.77e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2469.09it/s, iter=626, step_size=0.893, tol=4.56e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2465.97it/s, iter=626, step_size=0.893, tol=4.56e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2464.82it/s, iter=627, step_size=0.893, tol=4.37e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2461.48it/s, iter=627, step_size=0.893, tol=4.37e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2460.14it/s, iter=628, step_size=0.893, tol=4.17e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2457.03it/s, iter=628, step_size=0.893, tol=4.17e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2455.46it/s, iter=629, step_size=0.893, tol=4e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2450.95it/s, iter=629, step_size=0.893, tol=4e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2449.66it/s, iter=630, step_size=0.893, tol=3.82e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2446.69it/s, iter=630, step_size=0.893, tol=3.82e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2445.17it/s, iter=631, step_size=0.893, tol=3.65e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2442.42it/s, iter=631, step_size=0.893, tol=3.65e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2441.41it/s, iter=632, step_size=0.893, tol=3.49e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2437.56it/s, iter=632, step_size=0.893, tol=3.49e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2436.55it/s, iter=633, step_size=0.893, tol=3.35e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2433.82it/s, iter=633, step_size=0.893, tol=3.35e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2432.80it/s, iter=634, step_size=0.893, tol=3.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2429.71it/s, iter=634, step_size=0.893, tol=3.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2428.71it/s, iter=635, step_size=0.893, tol=3.06e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2425.82it/s, iter=635, step_size=0.893, tol=3.06e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2424.62it/s, iter=636, step_size=0.893, tol=2.92e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2421.15it/s, iter=636, step_size=0.893, tol=2.92e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2419.99it/s, iter=637, step_size=0.893, tol=2.8e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2417.28it/s, iter=637, step_size=0.893, tol=2.8e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2416.28it/s, iter=638, step_size=0.893, tol=2.68e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2413.59it/s, iter=638, step_size=0.893, tol=2.68e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2412.60it/s, iter=639, step_size=0.893, tol=2.56e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2409.03it/s, iter=639, step_size=0.893, tol=2.56e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2408.01it/s, iter=640, step_size=0.893, tol=2.45e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2405.34it/s, iter=640, step_size=0.893, tol=2.45e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2404.35it/s, iter=641, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2401.67it/s, iter=641, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2400.67it/s, iter=642, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2398.01it/s, iter=642, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2397.03it/s, iter=643, step_size=0.893, tol=2.15e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2394.40it/s, iter=643, step_size=0.893, tol=2.15e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2393.42it/s, iter=644, step_size=0.893, tol=2.05e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2390.79it/s, iter=644, step_size=0.893, tol=2.05e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2389.82it/s, iter=645, step_size=0.893, tol=1.96e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2387.19it/s, iter=645, step_size=0.893, tol=1.96e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2386.21it/s, iter=646, step_size=0.893, tol=1.87e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2383.24it/s, iter=646, step_size=0.893, tol=1.87e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2382.27it/s, iter=647, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2379.65it/s, iter=647, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2378.68it/s, iter=648, step_size=0.893, tol=1.72e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2376.08it/s, iter=648, step_size=0.893, tol=1.72e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2375.11it/s, iter=649, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2372.51it/s, iter=649, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2371.55it/s, iter=650, step_size=0.893, tol=1.57e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2368.05it/s, iter=650, step_size=0.893, tol=1.57e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2367.08it/s, iter=651, step_size=0.893, tol=1.51e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2364.48it/s, iter=651, step_size=0.893, tol=1.51e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2363.52it/s, iter=652, step_size=0.893, tol=1.44e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2359.50it/s, iter=652, step_size=0.893, tol=1.44e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2358.54it/s, iter=653, step_size=0.893, tol=1.38e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2355.96it/s, iter=653, step_size=0.893, tol=1.38e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2355.00it/s, iter=654, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2352.45it/s, iter=654, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2351.50it/s, iter=655, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2348.96it/s, iter=655, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2348.02it/s, iter=656, step_size=0.893, tol=1.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2345.49it/s, iter=656, step_size=0.893, tol=1.2e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2344.55it/s, iter=657, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2342.03it/s, iter=657, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2341.09it/s, iter=658, step_size=0.893, tol=1.1e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2338.24it/s, iter=658, step_size=0.893, tol=1.1e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2337.31it/s, iter=659, step_size=0.893, tol=1.05e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2334.79it/s, iter=659, step_size=0.893, tol=1.05e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2333.86it/s, iter=660, step_size=0.893, tol=1.01e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2331.34it/s, iter=660, step_size=0.893, tol=1.01e-14]
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2329.81it/s, iter=661, step_size=0.893, tol=9.59e-15]
Achieved relative tolerance at iteration 661
PGD: 11%|#1 | 558/5000 [00:00<00:01, 2327.86it/s, iter=661, step_size=0.893, tol=9.59e-15]
0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=0.909]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=0, step_size=0.893, tol=0.909]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=1, step_size=0.893, tol=0.195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=2, step_size=0.893, tol=0.167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=3, step_size=0.893, tol=0.151]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=4, step_size=0.893, tol=0.141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=5, step_size=0.893, tol=0.133]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=6, step_size=0.893, tol=0.126]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=7, step_size=0.893, tol=0.109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.0963]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=8, step_size=0.893, tol=0.0963]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0892]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=9, step_size=0.893, tol=0.0892]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0823]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=10, step_size=0.893, tol=0.0823]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0747]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=11, step_size=0.893, tol=0.0747]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=12, step_size=0.893, tol=0.0625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0573]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=13, step_size=0.893, tol=0.0573]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0537]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=14, step_size=0.893, tol=0.0537]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=15, step_size=0.893, tol=0.0506]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=16, step_size=0.893, tol=0.0479]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=17, step_size=0.893, tol=0.0455]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=18, step_size=0.893, tol=0.0431]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=19, step_size=0.893, tol=0.0409]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=20, step_size=0.893, tol=0.0389]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=21, step_size=0.893, tol=0.0369]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=22, step_size=0.893, tol=0.0304]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0276]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=23, step_size=0.893, tol=0.0276]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=24, step_size=0.893, tol=0.0229]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=25, step_size=0.893, tol=0.0206]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=26, step_size=0.893, tol=0.019]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=27, step_size=0.893, tol=0.0177]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=28, step_size=0.893, tol=0.0167]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=29, step_size=0.893, tol=0.0158]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=30, step_size=0.893, tol=0.015]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=31, step_size=0.893, tol=0.0143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=32, step_size=0.893, tol=0.0136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=33, step_size=0.893, tol=0.013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=34, step_size=0.893, tol=0.0124]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=35, step_size=0.893, tol=0.0118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=36, step_size=0.893, tol=0.0113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=37, step_size=0.893, tol=0.0108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=38, step_size=0.893, tol=0.0103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.00982]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=39, step_size=0.893, tol=0.00982]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.00939]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=40, step_size=0.893, tol=0.00939]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=41, step_size=0.893, tol=0.00897]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.00857]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=42, step_size=0.893, tol=0.00857]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.00819]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=43, step_size=0.893, tol=0.00819]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.00783]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=44, step_size=0.893, tol=0.00783]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=45, step_size=0.893, tol=0.00748]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.00715]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=46, step_size=0.893, tol=0.00715]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.00684]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=47, step_size=0.893, tol=0.00684]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.00654]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=48, step_size=0.893, tol=0.00654]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.00625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=49, step_size=0.893, tol=0.00625]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00597]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=50, step_size=0.893, tol=0.00597]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=51, step_size=0.893, tol=0.00571]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00546]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=52, step_size=0.893, tol=0.00546]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=53, step_size=0.893, tol=0.00522]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00499]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=54, step_size=0.893, tol=0.00499]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00477]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=55, step_size=0.893, tol=0.00477]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=56, step_size=0.893, tol=0.00456]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=57, step_size=0.893, tol=0.00436]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00417]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=58, step_size=0.893, tol=0.00417]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.00399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=59, step_size=0.893, tol=0.00399]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00381]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=60, step_size=0.893, tol=0.00381]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.00365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=61, step_size=0.893, tol=0.00365]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=62, step_size=0.893, tol=0.00349]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=63, step_size=0.893, tol=0.00333]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=64, step_size=0.893, tol=0.00319]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=65, step_size=0.893, tol=0.00305]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=66, step_size=0.893, tol=0.00291]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=67, step_size=0.893, tol=0.00279]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=68, step_size=0.893, tol=0.00267]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=69, step_size=0.893, tol=0.00255]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.00244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=70, step_size=0.893, tol=0.00244]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=71, step_size=0.893, tol=0.00233]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=72, step_size=0.893, tol=0.00223]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=73, step_size=0.893, tol=0.00213]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=74, step_size=0.893, tol=0.00204]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=75, step_size=0.893, tol=0.00195]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.00186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=76, step_size=0.893, tol=0.00186]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=77, step_size=0.893, tol=0.00178]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.0017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=78, step_size=0.893, tol=0.0017]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=79, step_size=0.893, tol=0.00163]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=80, step_size=0.893, tol=0.00156]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=81, step_size=0.893, tol=0.00149]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.00143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=82, step_size=0.893, tol=0.00143]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=83, step_size=0.893, tol=0.00136]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=84, step_size=0.893, tol=0.0013]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=85, step_size=0.893, tol=0.00125]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=86, step_size=0.893, tol=0.00119]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=87, step_size=0.893, tol=0.00114]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=88, step_size=0.893, tol=0.00109]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=89, step_size=0.893, tol=0.00104]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=90, step_size=0.893, tol=0.000998]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.000955]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=91, step_size=0.893, tol=0.000955]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.000913]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=92, step_size=0.893, tol=0.000913]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.000873]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=93, step_size=0.893, tol=0.000873]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.000835]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=94, step_size=0.893, tol=0.000835]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.000799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=95, step_size=0.893, tol=0.000799]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.000764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=96, step_size=0.893, tol=0.000764]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.000731]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=97, step_size=0.893, tol=0.000731]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=98, step_size=0.893, tol=0.000699]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=99, step_size=0.893, tol=0.000668]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000639]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=100, step_size=0.893, tol=0.000639]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=101, step_size=0.893, tol=0.000612]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=102, step_size=0.893, tol=0.000585]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000559]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=103, step_size=0.893, tol=0.000559]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.000535]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=104, step_size=0.893, tol=0.000535]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000512]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=105, step_size=0.893, tol=0.000512]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000489]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=106, step_size=0.893, tol=0.000489]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000468]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=107, step_size=0.893, tol=0.000468]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000448]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=108, step_size=0.893, tol=0.000448]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.000428]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=109, step_size=0.893, tol=0.000428]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.00041]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=110, step_size=0.893, tol=0.00041]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=111, step_size=0.893, tol=0.000392]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=112, step_size=0.893, tol=0.000375]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000358]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=113, step_size=0.893, tol=0.000358]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.000343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=114, step_size=0.893, tol=0.000343]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000328]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=115, step_size=0.893, tol=0.000328]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=116, step_size=0.893, tol=0.000314]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=117, step_size=0.893, tol=0.0003]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000287]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=118, step_size=0.893, tol=0.000287]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=119, step_size=0.893, tol=0.000274]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=120, step_size=0.893, tol=0.000262]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=121, step_size=0.893, tol=0.000251]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=122, step_size=0.893, tol=0.00024]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=123, step_size=0.893, tol=0.00023]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=124, step_size=0.893, tol=0.00022]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=125, step_size=0.893, tol=0.00021]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000201]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=126, step_size=0.893, tol=0.000201]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=127, step_size=0.893, tol=0.000192]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=128, step_size=0.893, tol=0.000184]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=129, step_size=0.893, tol=0.000176]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=130, step_size=0.893, tol=0.000168]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.000161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=131, step_size=0.893, tol=0.000161]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.000154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=132, step_size=0.893, tol=0.000154]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=133, step_size=0.893, tol=0.000147]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=134, step_size=0.893, tol=0.000141]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=135, step_size=0.893, tol=0.000135]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=136, step_size=0.893, tol=0.000129]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=137, step_size=0.893, tol=0.000123]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=138, step_size=0.893, tol=0.000118]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.000113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=139, step_size=0.893, tol=0.000113]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=140, step_size=0.893, tol=0.000108]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=141, step_size=0.893, tol=0.000103]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=9.87e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=142, step_size=0.893, tol=9.87e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=9.44e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=143, step_size=0.893, tol=9.44e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=9.03e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=144, step_size=0.893, tol=9.03e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=8.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=145, step_size=0.893, tol=8.64e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=8.26e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=146, step_size=0.893, tol=8.26e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=7.9e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=147, step_size=0.893, tol=7.9e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=7.56e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=148, step_size=0.893, tol=7.56e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=149, step_size=0.893, tol=7.23e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=6.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=150, step_size=0.893, tol=6.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=6.61e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=151, step_size=0.893, tol=6.61e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=6.33e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=152, step_size=0.893, tol=6.33e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=6.05e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=153, step_size=0.893, tol=6.05e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=5.79e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=154, step_size=0.893, tol=5.79e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=5.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=155, step_size=0.893, tol=5.54e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=5.3e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=156, step_size=0.893, tol=5.3e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=5.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=157, step_size=0.893, tol=5.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=4.85e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=158, step_size=0.893, tol=4.85e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=4.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=159, step_size=0.893, tol=4.63e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=4.43e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=160, step_size=0.893, tol=4.43e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=4.24e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=161, step_size=0.893, tol=4.24e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=4.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=162, step_size=0.893, tol=4.06e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=3.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=163, step_size=0.893, tol=3.88e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=3.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=164, step_size=0.893, tol=3.71e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=3.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=165, step_size=0.893, tol=3.55e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=3.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=166, step_size=0.893, tol=3.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=3.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=167, step_size=0.893, tol=3.25e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=3.11e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=168, step_size=0.893, tol=3.11e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=2.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=169, step_size=0.893, tol=2.97e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=2.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=170, step_size=0.893, tol=2.84e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=2.72e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=171, step_size=0.893, tol=2.72e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=2.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=172, step_size=0.893, tol=2.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=2.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=173, step_size=0.893, tol=2.49e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=174, step_size=0.893, tol=2.38e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=175, step_size=0.893, tol=2.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=176, step_size=0.893, tol=2.18e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=2.08e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=177, step_size=0.893, tol=2.08e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=1.99e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=178, step_size=0.893, tol=1.99e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=1.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=179, step_size=0.893, tol=1.91e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=1.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=180, step_size=0.893, tol=1.82e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=1.74e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=181, step_size=0.893, tol=1.74e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=1.67e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=182, step_size=0.893, tol=1.67e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=1.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=183, step_size=0.893, tol=1.6e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=1.53e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=184, step_size=0.893, tol=1.53e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=1.46e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=185, step_size=0.893, tol=1.46e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=1.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=186, step_size=0.893, tol=1.4e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=1.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=187, step_size=0.893, tol=1.34e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=1.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=188, step_size=0.893, tol=1.28e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=1.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=189, step_size=0.893, tol=1.22e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.17e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=190, step_size=0.893, tol=1.17e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.12e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=191, step_size=0.893, tol=1.12e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=192, step_size=0.893, tol=1.07e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.02e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=193, step_size=0.893, tol=1.02e-05]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=9.79e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=194, step_size=0.893, tol=9.79e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=9.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=195, step_size=0.893, tol=9.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=8.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=196, step_size=0.893, tol=8.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=8.57e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=197, step_size=0.893, tol=8.57e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=8.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=198, step_size=0.893, tol=8.19e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=199, step_size=0.893, tol=7.84e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=7.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=200, step_size=0.893, tol=7.5e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=7.17e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=201, step_size=0.893, tol=7.17e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=6.86e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=202, step_size=0.893, tol=6.86e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=6.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=203, step_size=0.893, tol=6.56e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=6.28e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=204, step_size=0.893, tol=6.28e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=205, step_size=0.893, tol=6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=5.74e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=206, step_size=0.893, tol=5.74e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=5.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=207, step_size=0.893, tol=5.49e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=5.25e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=208, step_size=0.893, tol=5.25e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=5.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=209, step_size=0.893, tol=5.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=4.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=210, step_size=0.893, tol=4.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=4.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=211, step_size=0.893, tol=4.6e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=4.4e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=212, step_size=0.893, tol=4.4e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=4.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=213, step_size=0.893, tol=4.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=4.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=214, step_size=0.893, tol=4.03e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=3.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=215, step_size=0.893, tol=3.85e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=3.68e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=216, step_size=0.893, tol=3.68e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=3.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=217, step_size=0.893, tol=3.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=3.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=218, step_size=0.893, tol=3.37e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=3.22e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=219, step_size=0.893, tol=3.22e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=220, step_size=0.893, tol=3.08e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=221, step_size=0.893, tol=2.95e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=2.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=222, step_size=0.893, tol=2.82e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=2.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=223, step_size=0.893, tol=2.7e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=2.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=224, step_size=0.893, tol=2.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=2.47e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=225, step_size=0.893, tol=2.47e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=2.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=226, step_size=0.893, tol=2.36e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=2.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=227, step_size=0.893, tol=2.26e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=2.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=228, step_size=0.893, tol=2.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=2.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=229, step_size=0.893, tol=2.07e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=1.98e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=230, step_size=0.893, tol=1.98e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=1.89e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=231, step_size=0.893, tol=1.89e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=1.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=232, step_size=0.893, tol=1.81e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=1.73e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=233, step_size=0.893, tol=1.73e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=1.66e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=234, step_size=0.893, tol=1.66e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=1.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=235, step_size=0.893, tol=1.58e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=1.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=236, step_size=0.893, tol=1.52e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=1.45e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=237, step_size=0.893, tol=1.45e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=1.39e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=238, step_size=0.893, tol=1.39e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=1.33e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=239, step_size=0.893, tol=1.33e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=1.27e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=240, step_size=0.893, tol=1.27e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=241, step_size=0.893, tol=1.21e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=242, step_size=0.893, tol=1.16e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=243, step_size=0.893, tol=1.11e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.06e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=244, step_size=0.893, tol=1.06e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=245, step_size=0.893, tol=1.02e-06]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=9.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=246, step_size=0.893, tol=9.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=9.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=247, step_size=0.893, tol=9.29e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=8.89e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=248, step_size=0.893, tol=8.89e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=8.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=249, step_size=0.893, tol=8.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=8.14e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=250, step_size=0.893, tol=8.14e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=7.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=251, step_size=0.893, tol=7.78e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=7.44e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=252, step_size=0.893, tol=7.44e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=7.12e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=253, step_size=0.893, tol=7.12e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=6.81e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=254, step_size=0.893, tol=6.81e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=6.52e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=255, step_size=0.893, tol=6.52e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=6.23e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=256, step_size=0.893, tol=6.23e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=5.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=257, step_size=0.893, tol=5.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=5.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=258, step_size=0.893, tol=5.7e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=5.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=259, step_size=0.893, tol=5.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=5.22e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=260, step_size=0.893, tol=5.22e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=261, step_size=0.893, tol=4.99e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=4.77e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=262, step_size=0.893, tol=4.77e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=4.57e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=263, step_size=0.893, tol=4.57e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=4.37e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=264, step_size=0.893, tol=4.37e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=4.18e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=265, step_size=0.893, tol=4.18e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=4e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=266, step_size=0.893, tol=4e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=3.82e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=267, step_size=0.893, tol=3.82e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=3.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=268, step_size=0.893, tol=3.66e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=3.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=269, step_size=0.893, tol=3.5e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=3.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=270, step_size=0.893, tol=3.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=3.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=271, step_size=0.893, tol=3.2e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=3.06e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=272, step_size=0.893, tol=3.06e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=2.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=273, step_size=0.893, tol=2.93e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=2.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=274, step_size=0.893, tol=2.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=2.68e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=275, step_size=0.893, tol=2.68e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=2.56e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=276, step_size=0.893, tol=2.56e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=2.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=277, step_size=0.893, tol=2.45e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=2.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=278, step_size=0.893, tol=2.35e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=279, step_size=0.893, tol=2.24e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=279, step_size=0.893, tol=2.24e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=280, step_size=0.893, tol=2.15e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=280, step_size=0.893, tol=2.15e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=281, step_size=0.893, tol=2.05e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=281, step_size=0.893, tol=2.05e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=282, step_size=0.893, tol=1.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=282, step_size=0.893, tol=1.96e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=283, step_size=0.893, tol=1.88e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=283, step_size=0.893, tol=1.88e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=284, step_size=0.893, tol=1.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=284, step_size=0.893, tol=1.8e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=285, step_size=0.893, tol=1.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=285, step_size=0.893, tol=1.72e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=286, step_size=0.893, tol=1.64e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=286, step_size=0.893, tol=1.64e-07]
PGD: 0%| | 0/5000 [00:00<?, ?it/s, iter=287, step_size=0.893, tol=1.57e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2879.11it/s, iter=287, step_size=0.893, tol=1.57e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2871.78it/s, iter=287, step_size=0.893, tol=1.57e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2869.03it/s, iter=288, step_size=0.893, tol=1.5e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2861.67it/s, iter=288, step_size=0.893, tol=1.5e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2858.97it/s, iter=289, step_size=0.893, tol=1.44e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2849.82it/s, iter=289, step_size=0.893, tol=1.44e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2847.13it/s, iter=290, step_size=0.893, tol=1.38e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2839.93it/s, iter=290, step_size=0.893, tol=1.38e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2837.26it/s, iter=291, step_size=0.893, tol=1.32e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2830.10it/s, iter=291, step_size=0.893, tol=1.32e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2827.45it/s, iter=292, step_size=0.893, tol=1.26e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2820.38it/s, iter=292, step_size=0.893, tol=1.26e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2817.77it/s, iter=293, step_size=0.893, tol=1.21e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2810.70it/s, iter=293, step_size=0.893, tol=1.21e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2808.09it/s, iter=294, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2801.09it/s, iter=294, step_size=0.893, tol=1.15e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2798.48it/s, iter=295, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2791.48it/s, iter=295, step_size=0.893, tol=1.1e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2788.88it/s, iter=296, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2780.93it/s, iter=296, step_size=0.893, tol=1.05e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2778.36it/s, iter=297, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2771.48it/s, iter=297, step_size=0.893, tol=1.01e-07]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2768.93it/s, iter=298, step_size=0.893, tol=9.65e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2762.14it/s, iter=298, step_size=0.893, tol=9.65e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2759.63it/s, iter=299, step_size=0.893, tol=9.23e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2752.87it/s, iter=299, step_size=0.893, tol=9.23e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2750.39it/s, iter=300, step_size=0.893, tol=8.83e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2743.67it/s, iter=300, step_size=0.893, tol=8.83e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2741.17it/s, iter=301, step_size=0.893, tol=8.45e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2734.51it/s, iter=301, step_size=0.893, tol=8.45e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2732.06it/s, iter=302, step_size=0.893, tol=8.08e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2725.44it/s, iter=302, step_size=0.893, tol=8.08e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2723.01it/s, iter=303, step_size=0.893, tol=7.73e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2716.45it/s, iter=303, step_size=0.893, tol=7.73e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2714.01it/s, iter=304, step_size=0.893, tol=7.39e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2707.46it/s, iter=304, step_size=0.893, tol=7.39e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2705.06it/s, iter=305, step_size=0.893, tol=7.07e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2698.60it/s, iter=305, step_size=0.893, tol=7.07e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2696.20it/s, iter=306, step_size=0.893, tol=6.77e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2689.79it/s, iter=306, step_size=0.893, tol=6.77e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2687.42it/s, iter=307, step_size=0.893, tol=6.47e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2680.05it/s, iter=307, step_size=0.893, tol=6.47e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2677.68it/s, iter=308, step_size=0.893, tol=6.19e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2671.19it/s, iter=308, step_size=0.893, tol=6.19e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2668.85it/s, iter=309, step_size=0.893, tol=5.92e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2662.52it/s, iter=309, step_size=0.893, tol=5.92e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2660.17it/s, iter=310, step_size=0.893, tol=5.66e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2653.89it/s, iter=310, step_size=0.893, tol=5.66e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2651.58it/s, iter=311, step_size=0.893, tol=5.42e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2645.33it/s, iter=311, step_size=0.893, tol=5.42e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2643.02it/s, iter=312, step_size=0.893, tol=5.18e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2636.85it/s, iter=312, step_size=0.893, tol=5.18e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2634.56it/s, iter=313, step_size=0.893, tol=4.96e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2628.40it/s, iter=313, step_size=0.893, tol=4.96e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2626.13it/s, iter=314, step_size=0.893, tol=4.74e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2620.05it/s, iter=314, step_size=0.893, tol=4.74e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2617.79it/s, iter=315, step_size=0.893, tol=4.54e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2609.63it/s, iter=315, step_size=0.893, tol=4.54e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2607.33it/s, iter=316, step_size=0.893, tol=4.34e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2601.14it/s, iter=316, step_size=0.893, tol=4.34e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2598.85it/s, iter=317, step_size=0.893, tol=4.15e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2592.72it/s, iter=317, step_size=0.893, tol=4.15e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2590.46it/s, iter=318, step_size=0.893, tol=3.97e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2583.52it/s, iter=318, step_size=0.893, tol=3.97e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2581.28it/s, iter=319, step_size=0.893, tol=3.8e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2575.27it/s, iter=319, step_size=0.893, tol=3.8e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2573.03it/s, iter=320, step_size=0.893, tol=3.63e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2567.04it/s, iter=320, step_size=0.893, tol=3.63e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2564.83it/s, iter=321, step_size=0.893, tol=3.48e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2558.10it/s, iter=321, step_size=0.893, tol=3.48e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2555.90it/s, iter=322, step_size=0.893, tol=3.32e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2550.00it/s, iter=322, step_size=0.893, tol=3.32e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2547.84it/s, iter=323, step_size=0.893, tol=3.18e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2541.99it/s, iter=323, step_size=0.893, tol=3.18e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2539.83it/s, iter=324, step_size=0.893, tol=3.04e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2534.00it/s, iter=324, step_size=0.893, tol=3.04e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2531.87it/s, iter=325, step_size=0.893, tol=2.91e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2526.10it/s, iter=325, step_size=0.893, tol=2.91e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2524.00it/s, iter=326, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2518.24it/s, iter=326, step_size=0.893, tol=2.78e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2516.15it/s, iter=327, step_size=0.893, tol=2.66e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2510.44it/s, iter=327, step_size=0.893, tol=2.66e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2508.34it/s, iter=328, step_size=0.893, tol=2.55e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2502.36it/s, iter=328, step_size=0.893, tol=2.55e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2500.29it/s, iter=329, step_size=0.893, tol=2.44e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2494.60it/s, iter=329, step_size=0.893, tol=2.44e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2492.56it/s, iter=330, step_size=0.893, tol=2.33e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2486.18it/s, iter=330, step_size=0.893, tol=2.33e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2484.11it/s, iter=331, step_size=0.893, tol=2.23e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2478.59it/s, iter=331, step_size=0.893, tol=2.23e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2476.57it/s, iter=332, step_size=0.893, tol=2.13e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2471.12it/s, iter=332, step_size=0.893, tol=2.13e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2469.10it/s, iter=333, step_size=0.893, tol=2.04e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2463.67it/s, iter=333, step_size=0.893, tol=2.04e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2461.69it/s, iter=334, step_size=0.893, tol=1.95e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2456.33it/s, iter=334, step_size=0.893, tol=1.95e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2454.35it/s, iter=335, step_size=0.893, tol=1.87e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2449.03it/s, iter=335, step_size=0.893, tol=1.87e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2447.07it/s, iter=336, step_size=0.893, tol=1.79e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2441.77it/s, iter=336, step_size=0.893, tol=1.79e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2439.79it/s, iter=337, step_size=0.893, tol=1.71e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2434.49it/s, iter=337, step_size=0.893, tol=1.71e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2432.53it/s, iter=338, step_size=0.893, tol=1.63e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2427.32it/s, iter=338, step_size=0.893, tol=1.63e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2425.39it/s, iter=339, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2420.16it/s, iter=339, step_size=0.893, tol=1.56e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2418.22it/s, iter=340, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2412.94it/s, iter=340, step_size=0.893, tol=1.49e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2411.01it/s, iter=341, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2405.84it/s, iter=341, step_size=0.893, tol=1.43e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2403.93it/s, iter=342, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2398.81it/s, iter=342, step_size=0.893, tol=1.37e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2396.92it/s, iter=343, step_size=0.893, tol=1.31e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2391.79it/s, iter=343, step_size=0.893, tol=1.31e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2389.89it/s, iter=344, step_size=0.893, tol=1.25e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2384.82it/s, iter=344, step_size=0.893, tol=1.25e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2382.95it/s, iter=345, step_size=0.893, tol=1.2e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2375.62it/s, iter=345, step_size=0.893, tol=1.2e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2373.78it/s, iter=346, step_size=0.893, tol=1.15e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2368.80it/s, iter=346, step_size=0.893, tol=1.15e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2366.95it/s, iter=347, step_size=0.893, tol=1.1e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2361.95it/s, iter=347, step_size=0.893, tol=1.1e-08]
PGD: 6%|5 | 288/5000 [00:00<00:01, 2360.09it/s, iter=348, step_size=0.893, tol=1.05e-08]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2355.18it/s, iter=348, step_size=0.893, tol=1.05e-08]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2353.33it/s, iter=349, step_size=0.893, tol=1e-08]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2348.40it/s, iter=349, step_size=0.893, tol=1e-08]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2346.60it/s, iter=350, step_size=0.893, tol=9.59e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2341.73it/s, iter=350, step_size=0.893, tol=9.59e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2339.95it/s, iter=351, step_size=0.893, tol=9.17e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2334.67it/s, iter=351, step_size=0.893, tol=9.17e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2332.55it/s, iter=352, step_size=0.893, tol=8.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2327.71it/s, iter=352, step_size=0.893, tol=8.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2325.93it/s, iter=353, step_size=0.893, tol=8.39e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2320.75it/s, iter=353, step_size=0.893, tol=8.39e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2318.67it/s, iter=354, step_size=0.893, tol=8.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2313.93it/s, iter=354, step_size=0.893, tol=8.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2312.17it/s, iter=355, step_size=0.893, tol=7.68e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2307.43it/s, iter=355, step_size=0.893, tol=7.68e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2305.68it/s, iter=356, step_size=0.893, tol=7.35e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2300.95it/s, iter=356, step_size=0.893, tol=7.35e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2299.21it/s, iter=357, step_size=0.893, tol=7.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2294.35it/s, iter=357, step_size=0.893, tol=7.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2292.63it/s, iter=358, step_size=0.893, tol=6.72e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2288.04it/s, iter=358, step_size=0.893, tol=6.72e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2286.36it/s, iter=359, step_size=0.893, tol=6.43e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2281.80it/s, iter=359, step_size=0.893, tol=6.43e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2280.12it/s, iter=360, step_size=0.893, tol=6.15e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2275.58it/s, iter=360, step_size=0.893, tol=6.15e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2273.90it/s, iter=361, step_size=0.893, tol=5.88e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2268.03it/s, iter=361, step_size=0.893, tol=5.88e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2266.35it/s, iter=362, step_size=0.893, tol=5.63e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2261.83it/s, iter=362, step_size=0.893, tol=5.63e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2260.16it/s, iter=363, step_size=0.893, tol=5.38e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2255.68it/s, iter=363, step_size=0.893, tol=5.38e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2254.03it/s, iter=364, step_size=0.893, tol=5.15e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2249.61it/s, iter=364, step_size=0.893, tol=5.15e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2247.97it/s, iter=365, step_size=0.893, tol=4.93e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2243.58it/s, iter=365, step_size=0.893, tol=4.93e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2241.94it/s, iter=366, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2237.57it/s, iter=366, step_size=0.893, tol=4.71e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2235.94it/s, iter=367, step_size=0.893, tol=4.51e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2231.56it/s, iter=367, step_size=0.893, tol=4.51e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2229.94it/s, iter=368, step_size=0.893, tol=4.31e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2225.58it/s, iter=368, step_size=0.893, tol=4.31e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2223.98it/s, iter=369, step_size=0.893, tol=4.12e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2219.65it/s, iter=369, step_size=0.893, tol=4.12e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2218.06it/s, iter=370, step_size=0.893, tol=3.94e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2213.75it/s, iter=370, step_size=0.893, tol=3.94e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2212.18it/s, iter=371, step_size=0.893, tol=3.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2207.92it/s, iter=371, step_size=0.893, tol=3.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2206.33it/s, iter=372, step_size=0.893, tol=3.61e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2202.06it/s, iter=372, step_size=0.893, tol=3.61e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2200.49it/s, iter=373, step_size=0.893, tol=3.45e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2196.27it/s, iter=373, step_size=0.893, tol=3.45e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2194.13it/s, iter=374, step_size=0.893, tol=3.3e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2189.84it/s, iter=374, step_size=0.893, tol=3.3e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2188.29it/s, iter=375, step_size=0.893, tol=3.16e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2184.12it/s, iter=375, step_size=0.893, tol=3.16e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2182.56it/s, iter=376, step_size=0.893, tol=3.02e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2178.38it/s, iter=376, step_size=0.893, tol=3.02e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2176.85it/s, iter=377, step_size=0.893, tol=2.89e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2172.71it/s, iter=377, step_size=0.893, tol=2.89e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2171.19it/s, iter=378, step_size=0.893, tol=2.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2167.06it/s, iter=378, step_size=0.893, tol=2.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2165.53it/s, iter=379, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2161.42it/s, iter=379, step_size=0.893, tol=2.65e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2159.90it/s, iter=380, step_size=0.893, tol=2.53e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2155.82it/s, iter=380, step_size=0.893, tol=2.53e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2154.30it/s, iter=381, step_size=0.893, tol=2.42e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2150.24it/s, iter=381, step_size=0.893, tol=2.42e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2148.75it/s, iter=382, step_size=0.893, tol=2.32e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2144.72it/s, iter=382, step_size=0.893, tol=2.32e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2143.24it/s, iter=383, step_size=0.893, tol=2.21e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2139.23it/s, iter=383, step_size=0.893, tol=2.21e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2137.74it/s, iter=384, step_size=0.893, tol=2.12e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2133.76it/s, iter=384, step_size=0.893, tol=2.12e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2132.28it/s, iter=385, step_size=0.893, tol=2.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2128.30it/s, iter=385, step_size=0.893, tol=2.03e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2126.77it/s, iter=386, step_size=0.893, tol=1.94e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2122.80it/s, iter=386, step_size=0.893, tol=1.94e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2120.77it/s, iter=387, step_size=0.893, tol=1.85e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2116.80it/s, iter=387, step_size=0.893, tol=1.85e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2115.35it/s, iter=388, step_size=0.893, tol=1.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2111.41it/s, iter=388, step_size=0.893, tol=1.77e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2109.95it/s, iter=389, step_size=0.893, tol=1.7e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2106.04it/s, iter=389, step_size=0.893, tol=1.7e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2104.61it/s, iter=390, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2100.74it/s, iter=390, step_size=0.893, tol=1.62e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2099.32it/s, iter=391, step_size=0.893, tol=1.55e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2095.46it/s, iter=391, step_size=0.893, tol=1.55e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2094.01it/s, iter=392, step_size=0.893, tol=1.48e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2090.17it/s, iter=392, step_size=0.893, tol=1.48e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2088.74it/s, iter=393, step_size=0.893, tol=1.42e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2084.92it/s, iter=393, step_size=0.893, tol=1.42e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2083.50it/s, iter=394, step_size=0.893, tol=1.36e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2079.70it/s, iter=394, step_size=0.893, tol=1.36e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2078.29it/s, iter=395, step_size=0.893, tol=1.3e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2074.51it/s, iter=395, step_size=0.893, tol=1.3e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2073.11it/s, iter=396, step_size=0.893, tol=1.24e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2069.35it/s, iter=396, step_size=0.893, tol=1.24e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2067.94it/s, iter=397, step_size=0.893, tol=1.19e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2064.10it/s, iter=397, step_size=0.893, tol=1.19e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2062.72it/s, iter=398, step_size=0.893, tol=1.14e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2058.98it/s, iter=398, step_size=0.893, tol=1.14e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2057.62it/s, iter=399, step_size=0.893, tol=1.09e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2053.90it/s, iter=399, step_size=0.893, tol=1.09e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2052.50it/s, iter=400, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2048.80it/s, iter=400, step_size=0.893, tol=1.04e-09]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2047.45it/s, iter=401, step_size=0.893, tol=9.96e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2043.76it/s, iter=401, step_size=0.893, tol=9.96e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2042.41it/s, iter=402, step_size=0.893, tol=9.52e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2038.77it/s, iter=402, step_size=0.893, tol=9.52e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2037.42it/s, iter=403, step_size=0.893, tol=9.11e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2033.77it/s, iter=403, step_size=0.893, tol=9.11e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2032.44it/s, iter=404, step_size=0.893, tol=8.72e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2028.75it/s, iter=404, step_size=0.893, tol=8.72e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2027.40it/s, iter=405, step_size=0.893, tol=8.34e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2023.77it/s, iter=405, step_size=0.893, tol=8.34e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2022.44it/s, iter=406, step_size=0.893, tol=7.97e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2018.77it/s, iter=406, step_size=0.893, tol=7.97e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2017.45it/s, iter=407, step_size=0.893, tol=7.63e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2013.87it/s, iter=407, step_size=0.893, tol=7.63e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2012.54it/s, iter=408, step_size=0.893, tol=7.3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2008.41it/s, iter=408, step_size=0.893, tol=7.3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2006.11it/s, iter=409, step_size=0.893, tol=6.98e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2002.04it/s, iter=409, step_size=0.893, tol=6.98e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 2000.76it/s, iter=410, step_size=0.893, tol=6.68e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1997.26it/s, iter=410, step_size=0.893, tol=6.68e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1995.98it/s, iter=411, step_size=0.893, tol=6.39e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1992.50it/s, iter=411, step_size=0.893, tol=6.39e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1991.21it/s, iter=412, step_size=0.893, tol=6.11e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1987.75it/s, iter=412, step_size=0.893, tol=6.11e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1986.47it/s, iter=413, step_size=0.893, tol=5.84e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1983.04it/s, iter=413, step_size=0.893, tol=5.84e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1981.76it/s, iter=414, step_size=0.893, tol=5.59e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1978.30it/s, iter=414, step_size=0.893, tol=5.59e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1977.04it/s, iter=415, step_size=0.893, tol=5.35e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1973.59it/s, iter=415, step_size=0.893, tol=5.35e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1972.33it/s, iter=416, step_size=0.893, tol=5.12e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1968.35it/s, iter=416, step_size=0.893, tol=5.12e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1967.08it/s, iter=417, step_size=0.893, tol=4.89e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1963.67it/s, iter=417, step_size=0.893, tol=4.89e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1962.42it/s, iter=418, step_size=0.893, tol=4.68e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1959.04it/s, iter=418, step_size=0.893, tol=4.68e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1957.80it/s, iter=419, step_size=0.893, tol=4.48e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1953.44it/s, iter=419, step_size=0.893, tol=4.48e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1952.19it/s, iter=420, step_size=0.893, tol=4.28e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1948.85it/s, iter=420, step_size=0.893, tol=4.28e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1947.61it/s, iter=421, step_size=0.893, tol=4.1e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1944.27it/s, iter=421, step_size=0.893, tol=4.1e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1943.06it/s, iter=422, step_size=0.893, tol=3.92e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1939.73it/s, iter=422, step_size=0.893, tol=3.92e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1938.53it/s, iter=423, step_size=0.893, tol=3.75e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1935.22it/s, iter=423, step_size=0.893, tol=3.75e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1934.00it/s, iter=424, step_size=0.893, tol=3.59e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1930.72it/s, iter=424, step_size=0.893, tol=3.59e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1929.49it/s, iter=425, step_size=0.893, tol=3.43e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1926.21it/s, iter=425, step_size=0.893, tol=3.43e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1925.01it/s, iter=426, step_size=0.893, tol=3.28e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1921.77it/s, iter=426, step_size=0.893, tol=3.28e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1920.56it/s, iter=427, step_size=0.893, tol=3.14e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1917.32it/s, iter=427, step_size=0.893, tol=3.14e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1916.12it/s, iter=428, step_size=0.893, tol=3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1912.90it/s, iter=428, step_size=0.893, tol=3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1911.71it/s, iter=429, step_size=0.893, tol=2.87e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1907.95it/s, iter=429, step_size=0.893, tol=2.87e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1906.77it/s, iter=430, step_size=0.893, tol=2.75e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1903.58it/s, iter=430, step_size=0.893, tol=2.75e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1901.92it/s, iter=431, step_size=0.893, tol=2.63e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1898.73it/s, iter=431, step_size=0.893, tol=2.63e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1897.55it/s, iter=432, step_size=0.893, tol=2.51e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1894.40it/s, iter=432, step_size=0.893, tol=2.51e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1893.23it/s, iter=433, step_size=0.893, tol=2.4e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1890.09it/s, iter=433, step_size=0.893, tol=2.4e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1888.92it/s, iter=434, step_size=0.893, tol=2.3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1885.78it/s, iter=434, step_size=0.893, tol=2.3e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1884.63it/s, iter=435, step_size=0.893, tol=2.2e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1881.49it/s, iter=435, step_size=0.893, tol=2.2e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1880.33it/s, iter=436, step_size=0.893, tol=2.1e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1877.21it/s, iter=436, step_size=0.893, tol=2.1e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1876.07it/s, iter=437, step_size=0.893, tol=2.01e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1872.97it/s, iter=437, step_size=0.893, tol=2.01e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1871.82it/s, iter=438, step_size=0.893, tol=1.93e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1868.74it/s, iter=438, step_size=0.893, tol=1.93e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1867.61it/s, iter=439, step_size=0.893, tol=1.84e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1864.54it/s, iter=439, step_size=0.893, tol=1.84e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1863.41it/s, iter=440, step_size=0.893, tol=1.76e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1860.35it/s, iter=440, step_size=0.893, tol=1.76e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1859.21it/s, iter=441, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1856.19it/s, iter=441, step_size=0.893, tol=1.69e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1855.08it/s, iter=442, step_size=0.893, tol=1.61e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1851.47it/s, iter=442, step_size=0.893, tol=1.61e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1850.36it/s, iter=443, step_size=0.893, tol=1.54e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1847.38it/s, iter=443, step_size=0.893, tol=1.54e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1846.27it/s, iter=444, step_size=0.893, tol=1.48e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1843.28it/s, iter=444, step_size=0.893, tol=1.48e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1842.17it/s, iter=445, step_size=0.893, tol=1.41e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1839.19it/s, iter=445, step_size=0.893, tol=1.41e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1838.08it/s, iter=446, step_size=0.893, tol=1.35e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1835.13it/s, iter=446, step_size=0.893, tol=1.35e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1834.03it/s, iter=447, step_size=0.893, tol=1.29e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1831.07it/s, iter=447, step_size=0.893, tol=1.29e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1830.00it/s, iter=448, step_size=0.893, tol=1.24e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1827.07it/s, iter=448, step_size=0.893, tol=1.24e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1825.97it/s, iter=449, step_size=0.893, tol=1.18e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1823.04it/s, iter=449, step_size=0.893, tol=1.18e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1821.97it/s, iter=450, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1819.06it/s, iter=450, step_size=0.893, tol=1.13e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1818.00it/s, iter=451, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1815.08it/s, iter=451, step_size=0.893, tol=1.08e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1814.01it/s, iter=452, step_size=0.893, tol=1.03e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1810.72it/s, iter=452, step_size=0.893, tol=1.03e-10]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1809.65it/s, iter=453, step_size=0.893, tol=9.89e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1806.33it/s, iter=453, step_size=0.893, tol=9.89e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1805.26it/s, iter=454, step_size=0.893, tol=9.46e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1802.39it/s, iter=454, step_size=0.893, tol=9.46e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1801.35it/s, iter=455, step_size=0.893, tol=9.05e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1797.71it/s, iter=455, step_size=0.893, tol=9.05e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1796.03it/s, iter=456, step_size=0.893, tol=8.66e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1793.09it/s, iter=456, step_size=0.893, tol=8.66e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1792.01it/s, iter=457, step_size=0.893, tol=8.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1789.08it/s, iter=457, step_size=0.893, tol=8.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1788.00it/s, iter=458, step_size=0.893, tol=7.92e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1785.09it/s, iter=458, step_size=0.893, tol=7.92e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1784.02it/s, iter=459, step_size=0.893, tol=7.58e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1781.13it/s, iter=459, step_size=0.893, tol=7.58e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1780.06it/s, iter=460, step_size=0.893, tol=7.25e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1777.17it/s, iter=460, step_size=0.893, tol=7.25e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1776.11it/s, iter=461, step_size=0.893, tol=6.93e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1773.20it/s, iter=461, step_size=0.893, tol=6.93e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1772.15it/s, iter=462, step_size=0.893, tol=6.63e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1769.29it/s, iter=462, step_size=0.893, tol=6.63e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1768.25it/s, iter=463, step_size=0.893, tol=6.35e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1765.40it/s, iter=463, step_size=0.893, tol=6.35e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1764.36it/s, iter=464, step_size=0.893, tol=6.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1761.10it/s, iter=464, step_size=0.893, tol=6.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1760.06it/s, iter=465, step_size=0.893, tol=5.81e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1757.23it/s, iter=465, step_size=0.893, tol=5.81e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1756.20it/s, iter=466, step_size=0.893, tol=5.55e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1753.40it/s, iter=466, step_size=0.893, tol=5.55e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1752.37it/s, iter=467, step_size=0.893, tol=5.31e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1749.59it/s, iter=467, step_size=0.893, tol=5.31e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1748.57it/s, iter=468, step_size=0.893, tol=5.08e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1745.80it/s, iter=468, step_size=0.893, tol=5.08e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1744.76it/s, iter=469, step_size=0.893, tol=4.86e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1741.96it/s, iter=469, step_size=0.893, tol=4.86e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1740.98it/s, iter=470, step_size=0.893, tol=4.65e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1738.31it/s, iter=470, step_size=0.893, tol=4.65e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1737.35it/s, iter=471, step_size=0.893, tol=4.45e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1734.71it/s, iter=471, step_size=0.893, tol=4.45e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1733.72it/s, iter=472, step_size=0.893, tol=4.25e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1731.08it/s, iter=472, step_size=0.893, tol=4.25e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1730.11it/s, iter=473, step_size=0.893, tol=4.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1727.49it/s, iter=473, step_size=0.893, tol=4.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1726.53it/s, iter=474, step_size=0.893, tol=3.89e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1723.93it/s, iter=474, step_size=0.893, tol=3.89e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1722.97it/s, iter=475, step_size=0.893, tol=3.72e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1719.97it/s, iter=475, step_size=0.893, tol=3.72e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1719.01it/s, iter=476, step_size=0.893, tol=3.56e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1716.41it/s, iter=476, step_size=0.893, tol=3.56e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1715.46it/s, iter=477, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1712.88it/s, iter=477, step_size=0.893, tol=3.41e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1711.92it/s, iter=478, step_size=0.893, tol=3.26e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1709.36it/s, iter=478, step_size=0.893, tol=3.26e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1708.43it/s, iter=479, step_size=0.893, tol=3.12e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1705.86it/s, iter=479, step_size=0.893, tol=3.12e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1704.92it/s, iter=480, step_size=0.893, tol=2.98e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1702.36it/s, iter=480, step_size=0.893, tol=2.98e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1701.41it/s, iter=481, step_size=0.893, tol=2.85e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1698.87it/s, iter=481, step_size=0.893, tol=2.85e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1697.95it/s, iter=482, step_size=0.893, tol=2.73e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1695.43it/s, iter=482, step_size=0.893, tol=2.73e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1694.50it/s, iter=483, step_size=0.893, tol=2.61e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1691.97it/s, iter=483, step_size=0.893, tol=2.61e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1691.04it/s, iter=484, step_size=0.893, tol=2.5e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1688.16it/s, iter=484, step_size=0.893, tol=2.5e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1687.23it/s, iter=485, step_size=0.893, tol=2.39e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1684.73it/s, iter=485, step_size=0.893, tol=2.39e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1683.81it/s, iter=486, step_size=0.893, tol=2.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1681.33it/s, iter=486, step_size=0.893, tol=2.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1680.04it/s, iter=487, step_size=0.893, tol=2.19e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1677.54it/s, iter=487, step_size=0.893, tol=2.19e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1676.63it/s, iter=488, step_size=0.893, tol=2.09e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1674.16it/s, iter=488, step_size=0.893, tol=2.09e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1673.25it/s, iter=489, step_size=0.893, tol=2e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1670.80it/s, iter=489, step_size=0.893, tol=2e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1669.91it/s, iter=490, step_size=0.893, tol=1.91e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1667.47it/s, iter=490, step_size=0.893, tol=1.91e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1666.56it/s, iter=491, step_size=0.893, tol=1.83e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1664.12it/s, iter=491, step_size=0.893, tol=1.83e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1663.21it/s, iter=492, step_size=0.893, tol=1.75e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1660.80it/s, iter=492, step_size=0.893, tol=1.75e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1659.90it/s, iter=493, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1657.49it/s, iter=493, step_size=0.893, tol=1.67e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1656.60it/s, iter=494, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1654.21it/s, iter=494, step_size=0.893, tol=1.6e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1653.32it/s, iter=495, step_size=0.893, tol=1.53e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1650.93it/s, iter=495, step_size=0.893, tol=1.53e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1650.04it/s, iter=496, step_size=0.893, tol=1.47e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1647.66it/s, iter=496, step_size=0.893, tol=1.47e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1646.78it/s, iter=497, step_size=0.893, tol=1.4e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1644.03it/s, iter=497, step_size=0.893, tol=1.4e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1643.16it/s, iter=498, step_size=0.893, tol=1.34e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1640.44it/s, iter=498, step_size=0.893, tol=1.34e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1639.58it/s, iter=499, step_size=0.893, tol=1.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1637.23it/s, iter=499, step_size=0.893, tol=1.28e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1636.36it/s, iter=500, step_size=0.893, tol=1.23e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1634.01it/s, iter=500, step_size=0.893, tol=1.23e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1633.14it/s, iter=501, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1630.81it/s, iter=501, step_size=0.893, tol=1.17e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1629.95it/s, iter=502, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1626.93it/s, iter=502, step_size=0.893, tol=1.12e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1626.08it/s, iter=503, step_size=0.893, tol=1.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1623.77it/s, iter=503, step_size=0.893, tol=1.07e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1622.93it/s, iter=504, step_size=0.893, tol=1.03e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1620.63it/s, iter=504, step_size=0.893, tol=1.03e-11]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1619.58it/s, iter=505, step_size=0.893, tol=9.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1617.14it/s, iter=505, step_size=0.893, tol=9.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1616.30it/s, iter=506, step_size=0.893, tol=9.4e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1614.02it/s, iter=506, step_size=0.893, tol=9.4e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1613.18it/s, iter=507, step_size=0.893, tol=8.99e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1610.56it/s, iter=507, step_size=0.893, tol=8.99e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1609.73it/s, iter=508, step_size=0.893, tol=8.6e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1607.41it/s, iter=508, step_size=0.893, tol=8.6e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1606.55it/s, iter=509, step_size=0.893, tol=8.23e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1604.23it/s, iter=509, step_size=0.893, tol=8.23e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1603.40it/s, iter=510, step_size=0.893, tol=7.87e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1601.14it/s, iter=510, step_size=0.893, tol=7.87e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1600.32it/s, iter=511, step_size=0.893, tol=7.53e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1598.08it/s, iter=511, step_size=0.893, tol=7.53e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1597.25it/s, iter=512, step_size=0.893, tol=7.2e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1595.00it/s, iter=512, step_size=0.893, tol=7.2e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1594.17it/s, iter=513, step_size=0.893, tol=6.89e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1591.94it/s, iter=513, step_size=0.893, tol=6.89e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1591.11it/s, iter=514, step_size=0.893, tol=6.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1588.88it/s, iter=514, step_size=0.893, tol=6.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1588.06it/s, iter=515, step_size=0.893, tol=6.3e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1585.85it/s, iter=515, step_size=0.893, tol=6.3e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1585.03it/s, iter=516, step_size=0.893, tol=6.03e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1582.81it/s, iter=516, step_size=0.893, tol=6.03e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1582.00it/s, iter=517, step_size=0.893, tol=5.77e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1579.51it/s, iter=517, step_size=0.893, tol=5.77e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1578.70it/s, iter=518, step_size=0.893, tol=5.52e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1576.53it/s, iter=518, step_size=0.893, tol=5.52e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1575.72it/s, iter=519, step_size=0.893, tol=5.28e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1573.55it/s, iter=519, step_size=0.893, tol=5.28e-12]
PGD: 6%|5 | 288/5000 [00:00<00:02, 1572.75it/s, iter=520, step_size=0.893, tol=5.05e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1570.54it/s, iter=520, step_size=0.893, tol=5.05e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1569.73it/s, iter=521, step_size=0.893, tol=4.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1567.56it/s, iter=521, step_size=0.893, tol=4.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1566.76it/s, iter=522, step_size=0.893, tol=4.62e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1564.61it/s, iter=522, step_size=0.893, tol=4.62e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1563.82it/s, iter=523, step_size=0.893, tol=4.42e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1561.68it/s, iter=523, step_size=0.893, tol=4.42e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1560.90it/s, iter=524, step_size=0.893, tol=4.23e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1558.78it/s, iter=524, step_size=0.893, tol=4.23e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1557.98it/s, iter=525, step_size=0.893, tol=4.04e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1555.81it/s, iter=525, step_size=0.893, tol=4.04e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1555.03it/s, iter=526, step_size=0.893, tol=3.87e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1552.92it/s, iter=526, step_size=0.893, tol=3.87e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1552.15it/s, iter=527, step_size=0.893, tol=3.7e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1550.04it/s, iter=527, step_size=0.893, tol=3.7e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1549.25it/s, iter=528, step_size=0.893, tol=3.54e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1547.15it/s, iter=528, step_size=0.893, tol=3.54e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1546.37it/s, iter=529, step_size=0.893, tol=3.39e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1544.27it/s, iter=529, step_size=0.893, tol=3.39e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1543.50it/s, iter=530, step_size=0.893, tol=3.24e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1541.42it/s, iter=530, step_size=0.893, tol=3.24e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1540.66it/s, iter=531, step_size=0.893, tol=3.1e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1538.57it/s, iter=531, step_size=0.893, tol=3.1e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1537.80it/s, iter=532, step_size=0.893, tol=2.96e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1535.69it/s, iter=532, step_size=0.893, tol=2.96e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1534.93it/s, iter=533, step_size=0.893, tol=2.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1532.87it/s, iter=533, step_size=0.893, tol=2.83e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1532.11it/s, iter=534, step_size=0.893, tol=2.71e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1530.06it/s, iter=534, step_size=0.893, tol=2.71e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1529.31it/s, iter=535, step_size=0.893, tol=2.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1527.27it/s, iter=535, step_size=0.893, tol=2.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1526.52it/s, iter=536, step_size=0.893, tol=2.48e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1524.49it/s, iter=536, step_size=0.893, tol=2.48e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1523.74it/s, iter=537, step_size=0.893, tol=2.37e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1521.71it/s, iter=537, step_size=0.893, tol=2.37e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1520.96it/s, iter=538, step_size=0.893, tol=2.27e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1518.94it/s, iter=538, step_size=0.893, tol=2.27e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1518.20it/s, iter=539, step_size=0.893, tol=2.17e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1516.19it/s, iter=539, step_size=0.893, tol=2.17e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1515.44it/s, iter=540, step_size=0.893, tol=2.08e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1513.43it/s, iter=540, step_size=0.893, tol=2.08e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1512.68it/s, iter=541, step_size=0.893, tol=1.99e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1510.68it/s, iter=541, step_size=0.893, tol=1.99e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1509.94it/s, iter=542, step_size=0.893, tol=1.9e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1507.94it/s, iter=542, step_size=0.893, tol=1.9e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1507.20it/s, iter=543, step_size=0.893, tol=1.82e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1505.16it/s, iter=543, step_size=0.893, tol=1.82e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1504.42it/s, iter=544, step_size=0.893, tol=1.74e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1502.43it/s, iter=544, step_size=0.893, tol=1.74e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1501.69it/s, iter=545, step_size=0.893, tol=1.66e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1499.71it/s, iter=545, step_size=0.893, tol=1.66e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1498.98it/s, iter=546, step_size=0.893, tol=1.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1497.03it/s, iter=546, step_size=0.893, tol=1.59e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1496.30it/s, iter=547, step_size=0.893, tol=1.52e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1494.36it/s, iter=547, step_size=0.893, tol=1.52e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1493.63it/s, iter=548, step_size=0.893, tol=1.46e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1491.67it/s, iter=548, step_size=0.893, tol=1.46e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1490.78it/s, iter=549, step_size=0.893, tol=1.39e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1488.30it/s, iter=549, step_size=0.893, tol=1.39e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1487.31it/s, iter=550, step_size=0.893, tol=1.33e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1485.11it/s, iter=550, step_size=0.893, tol=1.33e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1484.40it/s, iter=551, step_size=0.893, tol=1.27e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1482.47it/s, iter=551, step_size=0.893, tol=1.27e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1481.75it/s, iter=552, step_size=0.893, tol=1.22e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1479.84it/s, iter=552, step_size=0.893, tol=1.22e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1479.13it/s, iter=553, step_size=0.893, tol=1.17e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1477.21it/s, iter=553, step_size=0.893, tol=1.17e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1476.50it/s, iter=554, step_size=0.893, tol=1.12e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1474.59it/s, iter=554, step_size=0.893, tol=1.12e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1473.60it/s, iter=555, step_size=0.893, tol=1.07e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1471.69it/s, iter=555, step_size=0.893, tol=1.07e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1470.99it/s, iter=556, step_size=0.893, tol=1.02e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1469.10it/s, iter=556, step_size=0.893, tol=1.02e-12]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1468.39it/s, iter=557, step_size=0.893, tol=9.76e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1466.50it/s, iter=557, step_size=0.893, tol=9.76e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1465.81it/s, iter=558, step_size=0.893, tol=9.34e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1463.93it/s, iter=558, step_size=0.893, tol=9.34e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1463.24it/s, iter=559, step_size=0.893, tol=8.93e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1461.36it/s, iter=559, step_size=0.893, tol=8.93e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1460.66it/s, iter=560, step_size=0.893, tol=8.55e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1458.78it/s, iter=560, step_size=0.893, tol=8.55e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1458.07it/s, iter=561, step_size=0.893, tol=8.18e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1456.20it/s, iter=561, step_size=0.893, tol=8.18e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1455.51it/s, iter=562, step_size=0.893, tol=7.82e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1453.65it/s, iter=562, step_size=0.893, tol=7.82e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1452.97it/s, iter=563, step_size=0.893, tol=7.48e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1451.10it/s, iter=563, step_size=0.893, tol=7.48e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1450.42it/s, iter=564, step_size=0.893, tol=7.16e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1448.56it/s, iter=564, step_size=0.893, tol=7.16e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1447.88it/s, iter=565, step_size=0.893, tol=6.84e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1446.04it/s, iter=565, step_size=0.893, tol=6.84e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1445.36it/s, iter=566, step_size=0.893, tol=6.55e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1443.25it/s, iter=566, step_size=0.893, tol=6.55e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1442.57it/s, iter=567, step_size=0.893, tol=6.26e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1440.75it/s, iter=567, step_size=0.893, tol=6.26e-13]
PGD: 6%|5 | 288/5000 [00:00<00:03, 1440.08it/s, iter=568, step_size=0.893, tol=5.99e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2844.19it/s, iter=568, step_size=0.893, tol=5.99e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2840.65it/s, iter=568, step_size=0.893, tol=5.99e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2839.30it/s, iter=569, step_size=0.893, tol=5.73e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2835.71it/s, iter=569, step_size=0.893, tol=5.73e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2834.41it/s, iter=570, step_size=0.893, tol=5.48e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2830.85it/s, iter=570, step_size=0.893, tol=5.48e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2829.52it/s, iter=571, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2825.97it/s, iter=571, step_size=0.893, tol=5.24e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2824.66it/s, iter=572, step_size=0.893, tol=5.02e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2821.14it/s, iter=572, step_size=0.893, tol=5.02e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2819.84it/s, iter=573, step_size=0.893, tol=4.8e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2816.33it/s, iter=573, step_size=0.893, tol=4.8e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2815.03it/s, iter=574, step_size=0.893, tol=4.59e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2811.53it/s, iter=574, step_size=0.893, tol=4.59e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2810.23it/s, iter=575, step_size=0.893, tol=4.39e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2806.75it/s, iter=575, step_size=0.893, tol=4.39e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2805.47it/s, iter=576, step_size=0.893, tol=4.2e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2801.89it/s, iter=576, step_size=0.893, tol=4.2e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2800.59it/s, iter=577, step_size=0.893, tol=4.02e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2796.59it/s, iter=577, step_size=0.893, tol=4.02e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2795.31it/s, iter=578, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2791.86it/s, iter=578, step_size=0.893, tol=3.84e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2790.60it/s, iter=579, step_size=0.893, tol=3.68e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2787.17it/s, iter=579, step_size=0.893, tol=3.68e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2785.90it/s, iter=580, step_size=0.893, tol=3.52e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2782.47it/s, iter=580, step_size=0.893, tol=3.52e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2781.19it/s, iter=581, step_size=0.893, tol=3.36e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2777.77it/s, iter=581, step_size=0.893, tol=3.36e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2776.51it/s, iter=582, step_size=0.893, tol=3.22e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2773.10it/s, iter=582, step_size=0.893, tol=3.22e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2771.86it/s, iter=583, step_size=0.893, tol=3.08e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2768.01it/s, iter=583, step_size=0.893, tol=3.08e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2766.76it/s, iter=584, step_size=0.893, tol=2.94e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2763.38it/s, iter=584, step_size=0.893, tol=2.94e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2762.11it/s, iter=585, step_size=0.893, tol=2.82e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2758.75it/s, iter=585, step_size=0.893, tol=2.82e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2757.51it/s, iter=586, step_size=0.893, tol=2.69e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2754.18it/s, iter=586, step_size=0.893, tol=2.69e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2752.94it/s, iter=587, step_size=0.893, tol=2.58e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2749.58it/s, iter=587, step_size=0.893, tol=2.58e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2748.36it/s, iter=588, step_size=0.893, tol=2.46e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2745.00it/s, iter=588, step_size=0.893, tol=2.46e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2743.25it/s, iter=589, step_size=0.893, tol=2.36e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2739.92it/s, iter=589, step_size=0.893, tol=2.36e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2738.69it/s, iter=590, step_size=0.893, tol=2.25e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2735.41it/s, iter=590, step_size=0.893, tol=2.25e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2734.18it/s, iter=591, step_size=0.893, tol=2.16e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2730.89it/s, iter=591, step_size=0.893, tol=2.16e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2729.68it/s, iter=592, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2726.40it/s, iter=592, step_size=0.893, tol=2.06e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2725.18it/s, iter=593, step_size=0.893, tol=1.97e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2721.89it/s, iter=593, step_size=0.893, tol=1.97e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2720.67it/s, iter=594, step_size=0.893, tol=1.89e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2717.41it/s, iter=594, step_size=0.893, tol=1.89e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2716.20it/s, iter=595, step_size=0.893, tol=1.81e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2712.95it/s, iter=595, step_size=0.893, tol=1.81e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2711.74it/s, iter=596, step_size=0.893, tol=1.73e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2708.18it/s, iter=596, step_size=0.893, tol=1.73e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2706.11it/s, iter=597, step_size=0.893, tol=1.65e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2702.69it/s, iter=597, step_size=0.893, tol=1.65e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2701.43it/s, iter=598, step_size=0.893, tol=1.58e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2698.09it/s, iter=598, step_size=0.893, tol=1.58e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2696.85it/s, iter=599, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2693.51it/s, iter=599, step_size=0.893, tol=1.51e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2691.99it/s, iter=600, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2688.44it/s, iter=600, step_size=0.893, tol=1.45e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2687.21it/s, iter=601, step_size=0.893, tol=1.38e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2683.89it/s, iter=601, step_size=0.893, tol=1.38e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2682.67it/s, iter=602, step_size=0.893, tol=1.32e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2679.37it/s, iter=602, step_size=0.893, tol=1.32e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2678.15it/s, iter=603, step_size=0.893, tol=1.27e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2674.87it/s, iter=603, step_size=0.893, tol=1.27e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2673.66it/s, iter=604, step_size=0.893, tol=1.21e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2670.39it/s, iter=604, step_size=0.893, tol=1.21e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2669.16it/s, iter=605, step_size=0.893, tol=1.16e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2665.90it/s, iter=605, step_size=0.893, tol=1.16e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2664.70it/s, iter=606, step_size=0.893, tol=1.11e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2661.44it/s, iter=606, step_size=0.893, tol=1.11e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2660.24it/s, iter=607, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2657.00it/s, iter=607, step_size=0.893, tol=1.06e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2655.80it/s, iter=608, step_size=0.893, tol=1.01e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2652.55it/s, iter=608, step_size=0.893, tol=1.01e-13]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2651.36it/s, iter=609, step_size=0.893, tol=9.7e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2648.14it/s, iter=609, step_size=0.893, tol=9.7e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2646.96it/s, iter=610, step_size=0.893, tol=9.28e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2643.65it/s, iter=610, step_size=0.893, tol=9.28e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2642.47it/s, iter=611, step_size=0.893, tol=8.88e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2639.35it/s, iter=611, step_size=0.893, tol=8.88e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2638.21it/s, iter=612, step_size=0.893, tol=8.49e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2635.13it/s, iter=612, step_size=0.893, tol=8.49e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2633.98it/s, iter=613, step_size=0.893, tol=8.12e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2630.92it/s, iter=613, step_size=0.893, tol=8.12e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2629.79it/s, iter=614, step_size=0.893, tol=7.77e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2626.74it/s, iter=614, step_size=0.893, tol=7.77e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2625.61it/s, iter=615, step_size=0.893, tol=7.43e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2622.37it/s, iter=615, step_size=0.893, tol=7.43e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2621.03it/s, iter=616, step_size=0.893, tol=7.11e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2617.98it/s, iter=616, step_size=0.893, tol=7.11e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2616.86it/s, iter=617, step_size=0.893, tol=6.8e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2613.83it/s, iter=617, step_size=0.893, tol=6.8e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2612.71it/s, iter=618, step_size=0.893, tol=6.51e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2609.70it/s, iter=618, step_size=0.893, tol=6.51e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2608.58it/s, iter=619, step_size=0.893, tol=6.22e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2605.56it/s, iter=619, step_size=0.893, tol=6.22e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2604.45it/s, iter=620, step_size=0.893, tol=5.95e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2601.46it/s, iter=620, step_size=0.893, tol=5.95e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2600.34it/s, iter=621, step_size=0.893, tol=5.69e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2597.33it/s, iter=621, step_size=0.893, tol=5.69e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2596.22it/s, iter=622, step_size=0.893, tol=5.45e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2593.17it/s, iter=622, step_size=0.893, tol=5.45e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2592.06it/s, iter=623, step_size=0.893, tol=5.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2588.64it/s, iter=623, step_size=0.893, tol=5.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2587.54it/s, iter=624, step_size=0.893, tol=4.98e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2584.58it/s, iter=624, step_size=0.893, tol=4.98e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2583.48it/s, iter=625, step_size=0.893, tol=4.77e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2580.53it/s, iter=625, step_size=0.893, tol=4.77e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2579.44it/s, iter=626, step_size=0.893, tol=4.56e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2576.50it/s, iter=626, step_size=0.893, tol=4.56e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2575.41it/s, iter=627, step_size=0.893, tol=4.37e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2572.48it/s, iter=627, step_size=0.893, tol=4.37e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2571.41it/s, iter=628, step_size=0.893, tol=4.17e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2568.48it/s, iter=628, step_size=0.893, tol=4.17e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2567.41it/s, iter=629, step_size=0.893, tol=4e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2564.51it/s, iter=629, step_size=0.893, tol=4e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2563.43it/s, iter=630, step_size=0.893, tol=3.82e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2560.53it/s, iter=630, step_size=0.893, tol=3.82e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2559.46it/s, iter=631, step_size=0.893, tol=3.65e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2556.58it/s, iter=631, step_size=0.893, tol=3.65e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2555.52it/s, iter=632, step_size=0.893, tol=3.49e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2552.65it/s, iter=632, step_size=0.893, tol=3.49e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2551.58it/s, iter=633, step_size=0.893, tol=3.35e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2548.71it/s, iter=633, step_size=0.893, tol=3.35e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2547.59it/s, iter=634, step_size=0.893, tol=3.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2544.72it/s, iter=634, step_size=0.893, tol=3.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2543.67it/s, iter=635, step_size=0.893, tol=3.06e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2540.04it/s, iter=635, step_size=0.893, tol=3.06e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2538.98it/s, iter=636, step_size=0.893, tol=2.92e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2536.14it/s, iter=636, step_size=0.893, tol=2.92e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2535.09it/s, iter=637, step_size=0.893, tol=2.8e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2532.26it/s, iter=637, step_size=0.893, tol=2.8e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2531.23it/s, iter=638, step_size=0.893, tol=2.68e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2528.42it/s, iter=638, step_size=0.893, tol=2.68e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2527.37it/s, iter=639, step_size=0.893, tol=2.56e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2524.57it/s, iter=639, step_size=0.893, tol=2.56e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2523.53it/s, iter=640, step_size=0.893, tol=2.45e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2520.74it/s, iter=640, step_size=0.893, tol=2.45e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2519.69it/s, iter=641, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2516.91it/s, iter=641, step_size=0.893, tol=2.34e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2515.88it/s, iter=642, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2513.12it/s, iter=642, step_size=0.893, tol=2.25e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2512.09it/s, iter=643, step_size=0.893, tol=2.15e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2509.04it/s, iter=643, step_size=0.893, tol=2.15e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2507.57it/s, iter=644, step_size=0.893, tol=2.05e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2504.65it/s, iter=644, step_size=0.893, tol=2.05e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2503.63it/s, iter=645, step_size=0.893, tol=1.96e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2500.80it/s, iter=645, step_size=0.893, tol=1.96e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2499.77it/s, iter=646, step_size=0.893, tol=1.87e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2497.02it/s, iter=646, step_size=0.893, tol=1.87e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2496.01it/s, iter=647, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2493.27it/s, iter=647, step_size=0.893, tol=1.79e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2492.26it/s, iter=648, step_size=0.893, tol=1.72e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2489.35it/s, iter=648, step_size=0.893, tol=1.72e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2488.13it/s, iter=649, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2485.39it/s, iter=649, step_size=0.893, tol=1.65e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2484.37it/s, iter=650, step_size=0.893, tol=1.57e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2481.66it/s, iter=650, step_size=0.893, tol=1.57e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2480.65it/s, iter=651, step_size=0.893, tol=1.51e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2477.95it/s, iter=651, step_size=0.893, tol=1.51e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2476.95it/s, iter=652, step_size=0.893, tol=1.44e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2474.25it/s, iter=652, step_size=0.893, tol=1.44e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2473.23it/s, iter=653, step_size=0.893, tol=1.38e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2470.52it/s, iter=653, step_size=0.893, tol=1.38e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2469.53it/s, iter=654, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2466.82it/s, iter=654, step_size=0.893, tol=1.31e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2465.81it/s, iter=655, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2463.10it/s, iter=655, step_size=0.893, tol=1.26e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2462.09it/s, iter=656, step_size=0.893, tol=1.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2459.34it/s, iter=656, step_size=0.893, tol=1.2e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2458.33it/s, iter=657, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2455.64it/s, iter=657, step_size=0.893, tol=1.16e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2454.64it/s, iter=658, step_size=0.893, tol=1.1e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2451.96it/s, iter=658, step_size=0.893, tol=1.1e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2450.97it/s, iter=659, step_size=0.893, tol=1.05e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2448.32it/s, iter=659, step_size=0.893, tol=1.05e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2447.33it/s, iter=660, step_size=0.893, tol=1.01e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2444.67it/s, iter=660, step_size=0.893, tol=1.01e-14]
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2443.69it/s, iter=661, step_size=0.893, tol=9.59e-15]
Achieved relative tolerance at iteration 661
PGD: 11%|#1 | 569/5000 [00:00<00:01, 2441.84it/s, iter=661, step_size=0.893, tol=9.59e-15]
/home/fabian/anaconda3/lib/python3.6/site-packages/matplotlib/figure.py:445: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.
% get_backend())
import copt as cp
import numpy as np
import pylab as plt
from scipy import sparse
np.random.seed(0)
# .. generate some data ..
n_samples, n_features = 100, 100
groups = [np.arange(10 * i, 10 * i + 10) for i in range(10)]
# .. construct a ground truth vector in which ..
# .. group 4 and 5 are nonzero ..
ground_truth = np.zeros(n_features)
ground_truth[groups[4]] = 1
ground_truth[groups[5]] = 0.5
max_iter = 5000
print('#features', n_features)
A = sparse.rand(n_samples, n_features, density=0.2)
sigma = 1.
b = A.dot(ground_truth) + sigma * np.random.randn(n_samples)
np.random.seed(0)
n_samples = n_features
# .. compute the step-size ..
f = cp.utils.SquareLoss(A, b)
step_size = 1. / f.lipschitz
# .. run the solver for different values ..
# .. of the regularization parameter beta ..
all_betas = [0, 1e-2, 1e-1, 0.2]
all_trace_ls, all_trace_nols = [], []
out_img = []
for i, beta in enumerate(all_betas):
print('beta = %s' % beta)
G1 = cp.utils.GroupL1(beta, groups)
def loss(x):
return f(x) + G1(x)
cb_tosls = cp.utils.Trace()
x0 = np.zeros(n_features)
pgd_ls = cp.minimize_proximal_gradient(
f.f_grad, x0, G1.prox, step_size=step_size,
max_iter=max_iter, tol=1e-14, verbose=1,
callback=cb_tosls)
trace_ls = np.array([loss(x) for x in cb_tosls.trace_x])
all_trace_ls.append(trace_ls)
cb_tos = cp.utils.Trace()
x0 = np.zeros(n_features)
pgd = cp.minimize_proximal_gradient(
f.f_grad, x0, G1.prox,
step_size=step_size,
max_iter=max_iter, tol=1e-14, verbose=1,
callback=cb_tos)
trace_nols = np.array([loss(x) for x in cb_tos.trace_x])
all_trace_nols.append(trace_nols)
out_img.append(pgd.x)
# .. plot the results ..
fig, ax = plt.subplots(2, 4, sharey=False)
xlim = [0.02, 0.02, 0.1]
markevery = [1000, 1000, 100, 100]
for i, beta in enumerate(all_betas):
ax[0, i].set_title(r'$\lambda=%s$' % beta)
ax[0, i].set_title(r'$\lambda=%s$' % beta)
ax[0, i].plot(out_img[i])
ax[0, i].plot(ground_truth)
ax[0, i].set_ylim((-0.5, 1.5))
ax[0, i].set_xticks(())
ax[0, i].set_yticks(())
fmin = min(np.min(all_trace_ls[i]), np.min(all_trace_nols[i]))
scale = all_trace_ls[i][0] - fmin
plot_tos, = ax[1, i].plot(
(all_trace_ls[i] - fmin) / scale,
lw=4, marker='o', markevery=100,
markersize=10)
plot_nols, = ax[1, i].plot(
(all_trace_nols[i] - fmin) / scale,
lw=4, marker='h', markevery=markevery[i],
markersize=10)
ax[1, i].set_xlabel('Iterations')
ax[1, i].set_yscale('log')
ax[1, i].set_ylim((1e-14, None))
ax[1, i].grid(True)
plt.gcf().subplots_adjust(bottom=0.15)
plt.figlegend(
(plot_tos, plot_nols),
('PGD with line search', 'PGD without line search'), ncol=5,
scatterpoints=1,
loc=(-0.00, -0.0), frameon=False,
bbox_to_anchor=[0.05, 0.01])
ax[1, 0].set_ylabel('Objective minus optimum')
plt.show()
Total running time of the script: ( 0 minutes 12.218 seconds)
Estimated memory usage: 9 MB